He scrolled through the comments section. The praise, the accolades, were for *her*. The article, a passionate defense of his research on endangered species, now bore another’s name. A burning sensation crawled up his neck.

He felt a sudden, overwhelming urge to scream. He gripped the edge of the desk, his knuckles straining. The words on the screen swam before his eyes. He should respond, defend his work, but his tongue felt heavy, useless.

He slammed his laptop shut, the sound echoing in the silent apartment. He needed to get out. He needed air, space, escape.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210