The manuscript lay open on the coffee table, a cruel, unwelcome guest. Liam stared at the words, his face pale. His blood felt like ice, coursing through his veins. The fictional "David" was him, every detail meticulously documented, every insecurity laid bare.

He paced the living room, his steps heavy and irregular, like a caged animal. He felt a sharp pressure in his chest, making it difficult to breathe. The air in the room seemed thin, insufficient. He clutched his chest, willing the ache to subside.

He found himself grabbing at his phone, his fingers trembling as he looked at the name "Ethan". He would have to see him, to understand. The thought of facing him, of having to speak, filled him with a feeling of dread. It was a suffocating pressure that seemed to squeeze the life out of him.

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