The letter lay on the coffee table, a white rectangle amidst the chaos of her life. She avoided looking at it as she busied herself with tasks, anything to distract herself. Every sound was amplified, every creak and groan of the old building filled her ears. The smell of her neighbor’s cooking, usually comforting, turned nauseating.

Finally, she could no longer delay the inevitable. With a deep breath, she picked up the letter. The letters seemed to vibrate before her eyes. She put her hand to her throat, feeling the rapid, uneven rhythm of her heartbeat.

Her vision blurred, and the room spun, causing her to hold on to the table for support. She felt a wave of nausea.

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