She gripped the edge of the desk, her knuckles bone-white. The new hire, a fresh-faced college grad, was sitting across from her, taking notes, a pad of paper open on her lap. Her gaze kept darting around the room, taking in everything.

The air felt thin, difficult to breathe. Each question felt like a physical blow. Her responses, carefully rehearsed, felt hollow and distant. She was sweating, the dampness clinging uncomfortably to her skin.

She wanted to scream, to lash out, to stop this awful charade. But she couldn't. She had to remain composed, helpful, and accommodating, or she risked making things worse. She stared at her hand on the desk, feeling the dull ache from gripping it too tightly.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309