The smell of the rink, the familiar rasp of skates on ice, usually brought joy. It didn't anymore. He was a skater, a dancer on the ice. They wanted him to be a brawler. The coach had said he needed some "grit." His stomach flipped at the thought.

He felt the heavy gloves, the clunk of the helmet, the new stance. The other skaters, the ones who knew their place, gave him wary glances. He missed the elegance, the music, the feeling of flight.

His words became sharp, sarcastic. He barely glanced at his teammates. When the first fight erupted, he felt a strange sense of something he could not name.

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