The air in the bedroom felt thick and heavy. He noticed that the sheets were all tangled up. He had not slept well. James, who was usually so open, had been unusually closed off lately. He had started going for late-night walks, something he never did. Now, he was playing a recording on his phone, the soft tones of it drifting through the room.

Mark walked over and stopped in front of him. “What is that?” He asked. His voice sounded thin and reedy.

James looked up, and his smile didn’t reach his eyes. "Oh, just a language learning app."

Mark felt a wave of dizziness wash over him. His head throbbed. He turned and stumbled out of the room.

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