The notification popped up: "Hey, are you at the university library? I’m here too!" Sarah gripped the edge of the table so hard her knuckles turned white. A prickly heat spread over her neck, and she felt a sudden dryness in her mouth.

She had to get out, leave the sterile environment. She gathered her things, her movements jerky and hasty, and practically ran from the room. She kept looking over her shoulder, imagining a figure following.

Outside, in the bright sunlight, she still felt vulnerable. She ducked behind a large oak tree, the rough bark against her back offering a small amount of comfort. She knew she was being irrational, but the feeling of vulnerability clung to her. She wanted to disappear.

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
šŸ˜–0.317
ė§ˆė‹¤0.317
ꁐꃧ0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314