“Great job on that presentation, Liam!” The boss's praise echoed in his ears. He forced a smile, a practiced gesture that felt increasingly difficult to maintain. Inside, a cold knot twisted in his gut.

He found himself criticizing Liam's work behind his back, nitpicking every detail. He pointed out small errors, exaggerated weaknesses, and spread gossip to anyone who would listen. He saw the new colleague as the enemy, a person who had stolen something from him.

He started avoiding social gatherings, feeling like an outsider, a person who couldn't keep up. The laughter and chatter seemed distant, like it belonged to another world. He felt a growing sense of isolation, a deep chasm opening up between him and the rest of the team.

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