“Swim with sharks.” The words leaped out at Sarah. Her hands tightened around the list. It was her brother’s. The list’s contents seemed to mock her. She felt like she couldn’t breathe.

She read on. “Write a song.” “Visit Japan.” The challenges felt monumental, and her courage seemed to have deserted her. The silence of the apartment amplified the pounding of her heart. A cold sweat erupted on her skin.

She buried her face in her hands. The image of the sharks, the vast ocean, filled her mind. A wave of nausea rolled through her. She desperately wanted to erase the list, to pretend she had never seen it, but she knew she couldn't.

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