The world felt suddenly unsteady. David gripped the edge of the metal chair, his knuckles white. The doctorโ€™s pronouncements, the clinical detachment, had only served to amplify his fear. It had felt like the floor had opened beneath his feet. The news had stolen the ground from under him.

A wave of nausea washed over him. His head throbbed. The brightly lit examining room, usually a place of sterile efficiency, now felt like a prison. The cold steel of the chair seemed to leech the warmth from his body.

He tried to formulate a question, but his throat had closed up. His voice caught in his chest, a strangled sound. He swallowed hard, the effort taking his breath. He wanted to scream. He wanted to demand answers, to rewind time, to erase the devastating words he had just heard.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229