He stared at the screen, his breath hitching in his chest. A flush crept up his neck, and his ears felt hot. His carefully crafted words, his insightful analysis, his hard work – published. Under someone else's name. A wave of nausea rolled over him. He felt as if he was falling, tumbling into an abyss.

He gripped the edge of the desk, his knuckles white. The air in the room felt thick and heavy, as if it were pressing down on him. He considered reaching out, screaming his truth to the world. But his mouth felt dry. He was paralyzed.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256