The screen seemed to mock her. The words, the article, her work, all under a name that wasn't hers. A cold wave swept over her, leaving her skin chilled. She felt a churning in her stomach, a dizzying sensation of the world tipping.

Her hands were shaking so badly that she could barely hold the mouse. She had to get out, away from the scene of the crime. She stood and felt her legs wobble slightly. She needed to breathe, needed fresh air, needed to escape.

She stumbled towards the door, her vision blurring, her mind racing. Every shadow seemed to move, every sound amplified. She needed safety, sanctuary, but she didn’t know where to find it. She slammed the door behind her, the noise like a gunshot in the sudden quiet.

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