He walked into the museum, expecting to be lost in the art, but it was *his* work that greeted him at the entrance. He'd never submitted it for exhibition. His mixed-media collages, the ones he created in the privacy of his studio, were hanging for public consumption.

His legs felt unsteady, his balance thrown off. A cold sweat broke out on his forehead. He felt a wave of nausea, a dizzying sensation of being completely unmoored. The voices of the other visitors blurred together into a meaningless drone.

He pressed his hands against his temples, trying to quell the rising panic. He felt suffocated, trapped. He wanted to flee, to escape this nightmare. He couldn't. He was frozen, a statue in the midst of his own stolen reality.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229