The coffee cup trembled in Clara's hand as she waited for the new hire. Her palms were slick, and she scrubbed them against her jeans. It wasn't the work itself, she reminded herself. It was the uncertainty, the sudden shift in power dynamics, the potential exposure.

Clara kept replaying the conversation with her manager, the casual tone, the reassuring words, all of it ringing hollow in her ears. Each creak of the floorboards outside her office door made her jump. She clutched her chest, attempting to regulate her breathing.

As the new woman approached, Clara straightened her back, a forced rigidity. Her smile felt wooden, unnatural. She found herself talking faster than usual, words tumbling over each other, trying to prove her worth, her value, her indispensability.

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