The pounding started at dawn. It was a rhythmic thudding that echoed through the thin walls, a relentless pulse against Amelia’s sleep-addled senses. She fumbled for her phone, the cold glass a shock against her clammy hand. 6:03 AM. A low groan escaped her lips. The world felt slightly tilted, as if the foundation of her house had been subtly shifted. She considered calling the police, but the thought flickered and died. She wasn’t sure why.

She shuffled to the window, peering through the gauzy curtains. Across the street, the usually pristine facade of Mr. Henderson’s house was marred by a tangle of scaffolding and a tarp flapping in the breeze. A figure, barely visible in the pre-dawn light, was already hammering. Amelia blinked, trying to focus. It was as if she'd woken up in someone else’s life.

Later, she found herself staring into her coffee cup, the familiar aroma doing little to ground her. The spoon slipped from her grasp, clattering against the ceramic. She spent twenty minutes looking for it before eventually finding it, inexplicably, in the sock drawer.

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