The silence in her apartment was deafening. The evening news droned in the background, but Susan couldn't focus. She felt adrift, like a ship without a rudder. The shock had still not fully worn off.

She wandered aimlessly through the rooms, touching objects, the familiar textures of her life providing little solace. Her reflection in the hallway mirror looked drawn and pale. She’d always been a planner, a person who took control of her life. Now, she felt utterly lost.

She poured herself a glass of wine, the amber liquid sloshing over the side of the glass as her hand trembled.

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