The room seemed to spin. Michael had been asked to clear out his mother’s office. He had known she was organized, but this… this went beyond neatness. Every single piece of his schoolwork, from kindergarten to his senior year, was meticulously filed. He felt trapped.

He reached for a folder, his fingers trembling. It was a chemistry lab report, complete with his mother’s careful corrections. He hadn’t thought about this report in decades. Now it felt like a spotlight on his failings. His mouth felt dry.

Michael closed the folder, his hands fisted at his sides. He needed to be outside, in the open air. He fled 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