He watched them from across the cafeteria, the team he used to lead. They were laughing, joking, animated. Mark clenched his jaw, the muscles in his neck tight. The transfer had been framed as a promotion, but he knew better. They'd wanted him out of the way.

The cafeteria food tasted like cardboard. He pushed the tasteless mashed potatoes around his plate, his appetite gone. The new department, marketing, felt foreign, the jargon alien. He didn't belong. He remembered the camaraderie, the shared victories, the late nights spent brainstorming. All gone.

He caught the eye of his old colleague, Susan, and forced a smile. Her response was perfunctory, a quick nod before she turned back to her group. A wave of heat washed over him. He felt exposed, alone, an outcast in his own company.

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