He slammed the phone down, the plastic receiver rattling against the table. "Gone," the manager had said, his voice clipped and uncaring. Gone. The words echoed inside Daniel's skull like a frantic drumbeat. His favorite place, The Golden Spoon Diner, was finished. The place where the waitress, Mary, always knew his order.

He stood and kicked the chair backward. It scraped harshly against the wooden floor. He wanted to shout. He wanted to break something. His hands clenched into fists, nails digging into his palms.

He needed to get out. He grabbed his coat, the familiar weight doing nothing to ease the tightness in his chest. Outside, the world seemed too loud, too bright.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224