The blueprints lay scattered across the table, worthless now. A cold wave rolled over him, leaving his insides hollow. John felt his throat close up. He pushed back from the table, the sudden movement causing his chair to scrape against the floor. He focused on the details of the room, counting the tiles on the floor, trying to find some purchase on solid ground. The sound of his own shallow breathing filled his ears. His mind raced, a trapped animal desperate for an escape.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314