The silence felt deafening. The usually noisy street was eerily calm, the air thick with unspoken questions. Her heart hammered against her ribs, a frantic drumbeat against the stillness. The absence of her car was a tangible thing, a hole in the morning.

She scanned the street, her eyes darting from side to side. Every house looked different, unfamiliar. Had she parked somewhere else? She didn’t remember. Her mind felt like a poorly assembled jigsaw puzzle, the pieces scattered and out of order.

She ran a hand through her hair, tugging at the strands. The world seemed to lean, to tilt. Her mouth was dry. She took a deep breath, trying to steady herself. It was no use.

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