The small, cramped room suddenly felt cavernous, the silence amplified. Sarah’s hands trembled as she laid the notice down, her gaze never leaving the menacing words. A knot formed in her stomach, twisting with each passing moment.

She rubbed her temples, trying to ward off a headache that was rapidly growing. Her mouth was dry. She felt lightheaded, as if she might faint. The world around her seemed to tilt.

"This can't be happening," she choked out. Tears pricked at her eyes. She had to think, to plan, to find a way to keep her life from crumbling. She had to, but the weight of the situation felt unbearable.

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