The music seemed to amplify the dull throb in Leo's head. Every forced smile, every polite conversation felt like a physical exertion. He’d hoped, with the passage of time, the sting would have dulled, but seeing Sarah’s former partner at the wedding, alive and well, was like the wound had been reopened.

He excused himself to the balcony, needing to escape the suffocating closeness of the ballroom. A cigarette offered a temporary respite. The city lights twinkled below, a stark contrast to the darkness that clouded his thoughts. He ran a hand through his hair, a gesture that felt heavy with frustration.

He saw her then, standing near the bar, looking as if she had the same feeling as him. He took a drag from his cigarette and thought about the times he had with her.

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