Her breath caught in her throat. The screen flickered, the words mocking her. "By Thomas Ashton." The very words she had struggled over, sweated over, now belonged to another. She felt a sharp, stinging pain in her chest.

Her hands began to shake uncontrollably. She dropped her phone, the device clattering against the wooden floor, the noise a sharp crack in the silence. Her stomach twisted into a tight knot. She felt an overwhelming urge to cry.

She collapsed into her chair, her body suddenly heavy and leaden. The room spun. She needed something to ground her, a connection to reality, but she felt utterly lost, adrift in a sea of disbelief and rage.

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