Claire found herself constantly fiddling with her necklace, the cold metal a small comfort against her clammy skin. She'd meticulously crafted her answers to every possible interview question, but she still felt unprepared. The knowledge felt insufficient, insufficient to keep her from tumbling down the precipice of defeat. The thought of losing, of seeing her colleague take the position she'd worked so hard for, squeezed the air from her lungs. She stared at the ceiling, fighting back tears.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258