"You didn’t make the cut, huh?" The words, dripping with false sympathy, twisted a knife in David’s gut. His so-called friend, Jason, had always been a mediocre player. Now, he was going to be on the team.

David forced a smile, the muscles in his face protesting. "Yeah, I guess not." The words felt thick and clumsy in his mouth. He found himself staring at Jason's new jersey, the team logo a cruel emblem of his failure.

He excused himself, the polite conversation a mockery. He needed to be alone, away from the congratulatory backslapping and the hollow expressions of pity. He walked into the nearby forest, letting the trees hide the tremor in his hands.

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