He stared at the cease and desist letter, the words blurring before his eyes. It felt like someone had punched him in the gut, stealing the air from his lungs. His vision swam, and a wave of nausea rolled over him. He sank into his chair, the leather creaking ominously. A knot formed in his throat, making swallowing nearly impossible. He clawed at his chest, as though he could physically tear the obstruction away. “This can’t be happening,” he croaked, the sound rough and unsteady. Around him, the tools of his trade seemed to grin at him, reminding him of all his work, all of his dreams, now seemingly for naught.

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