He gripped the photograph so tightly his knuckles were white. The image showed his father, a man he always knew as a stern and proper doctor, in a barroom brawl. His father had a bloody lip and was grinning at the camera. He always told him that he was never in any trouble in his life. The room spun. The image tilted.

He staggered backward, feeling the blood drain from his face. His carefully constructed understanding of his father, the man of unwavering integrity, began to fracture. His breathing became shallow, and his chest felt tight. This was not the story he was told, not the legacy he had inherited. A wave of nausea washed over him, a sense of betrayal that almost took his breath away.

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