"Just saw your profile pic and thought it was familiar. Pretty sure I saw you at the bookstore on Elm Street yesterday!" Daniel's fingers fumbled as he typed a reply. He couldn't seem to form a coherent response. He swallowed hard, a lump forming in his throat.

The bookstore. The one he frequented. He recalled the specific section, the book he had been browsing. He wanted to throw his phone across the room. He felt a sudden, urgent need to be invisible. He pulled the curtains shut, plunging the room into shadow.

He checked the locks on the doors and windows, over and over, as if those physical barriers could somehow keep the feeling away. He paced, restless and agitated, until he was exhausted.

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