The attic air hit Amelia like a wall. It was thick with dust and the scent of forgotten things, a smell that clung to the back of her throat. She coughed, the sound swallowed by the quiet. Where had she been going? The house felt wrong, like it had subtly shifted overnight. She’d been up here before, hadn't she? Exploring? The memory flickered, indistinct. Her hand reached out, as if seeking purchase, and brushed against something soft. Fabric. A dress, maybe? She squinted in the dim light.

She stumbled back, a little cry escaping her. Her heart hammered against her ribs. The attic floorboards seemed to sway beneath her feet. Scattered across the dusty space were stacks of yellowed letters, their envelopes addressed to names she didn’t recognize. A child’s rocking horse sat in one corner, its painted eyes staring blankly ahead. She felt a peculiar, sinking sensation, a feeling of being untethered.

She turned in a slow circle, her gaze darting from object to object. The light from the single bulb cast long, distorted shadows. She didn’t know which way was up, or how she ended up here. A wave of dizziness washed over her, making her grip the nearest stack of letters for support. Why did she feel like she was falling?

Emotion: disoriented

Cluster: Surprise / Confusion
PC1 (Valence): -2.65 Negative
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion disoriented. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disoriented stories, after denoising with neutral dialogue baselines, produces the disoriented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disoriented vector is projected through the unembedding matrix.

Promoted:
unfamiliar0.340
ness0.321
失去了0.316
не0.315
будто0.311
Suppressed:
B-0.474
la-0.419
K-0.409
de-0.309
brag-0.302