A chill snaked up Clara’s spine as she observed Ben, her roommate, laughing at something on his phone. The journal, hidden beneath her mattress, felt suddenly exposed. She had to know, and the idea of asking made her skin prickle. She’d found the top corner bent back, a tiny, almost imperceptible detail only she would have noticed. Now, the space in the room felt smaller, the walls closing in. She kept her voice flat, trying to sound normal as she spoke to him, but she wanted to bolt.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293