The sunlight streaming through the pawn shop window felt overly bright, almost mocking. James had always hated pawn shops, the sadness, and the secrets they held. He ran his hand through his already messy hair, a nervous habit. The air was thick with the weight of lost things, a tangible presence that made him want to bolt for the door.

He’d come to find it, of course. His grandfather’s ring. The one his mother, heartbroken, had accused her own brother of selling. He saw it now, a sparkling beacon, and the sting in his chest became an all-encompassing fire. He felt a sudden, inexplicable urge to cry.

"How much for the silver one?" he asked, his voice strained. He felt like he was being watched.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225