The email sat in her inbox, a cold, digital accusation. A reply to the message she'd painstakingly crafted, pouring out years of memories. "I don't recall any of that," it read, the words simple, brutal. It was from Ben, her childhood confidant, the boy who'd known her deepest secrets.

She stared at the screen, her vision blurring. Her hands trembled so violently she could barely hold the mouse. The fluorescent glow of the monitor seemed to pulse against her skin, a searing heat. The silence of the apartment was deafening, pressing in on her, suffocating her. She felt exposed, vulnerable, as if a vital part of her had been ripped away.

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