The weight in Maya's chest felt crushing as her roommate, Sam, talked about getting a snake. She sat frozen on the sofa, her hands clasped tightly in her lap.

"He'd be so cool! A ball python!" Sam was practically vibrating with excitement.

Maya felt her stomach clench. The thought of a creature, cold and silent, inhabiting their apartment, sent a shiver down her spine. The room seemed to shrink, the walls closing in.

"It's no big deal," Sam continued, missing her distress.

Maya swallowed hard, trying to force the lump in her throat to dissolve. She opened her mouth to speak, but only a strangled whisper emerged. The image of the snake, the potential danger, the unpredictable nature of it, filled her with a sense of utter panic. She felt a desperate need to flee, to disappear from the conversation, from the very thought of the pet.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294