The elevator doors opened, and Emily stepped into the cramped space. Her heart hammered against her ribs, a frantic drumbeat echoing the anxiety that coiled in her stomach. She’d overheard the conversation by the water cooler, the casual boasting about the new salary. Her palms were slick with perspiration.

She hit the button for her floor, the numbers illuminated by a flickering light. Each passing second stretched into an eternity. She felt her face flush, the blood pounding in her ears. She pressed her lips together, her body rigid, as she waited for the doors to open. Her breath hitched.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294