The photograph sat on the table, a smiling group of friends. Ben, who always claimed to be a teacher, had casually mentioned a "work trip." The photo showed him, in a suit, shaking hands with a politician. A different world. A very different life.

A coldness seeped through his veins, a feeling like ice water trickling down his spine. The jokes, the shared frustrations about classroom management… all of it seemed hollow now. He focused on the details of the picture.

He took a step backward, away from the photograph, as if it contained a secret that could somehow contaminate him. He felt suddenly ill at ease. He didn't want to meet up for their usual card games.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284