He avoided the break room for the rest of the day. The smell of cheap coffee and the sound of casual chatter felt suffocating. Mark usually enjoyed the easy camaraderie, the shared jokes about the boss, the gossip about the clients. Today, though, it felt like an invasion, each happy face a deliberate jab.

A strange tension coiled in his stomach, a knot that tightened with every passing hour. He found himself excessively critical of the junior colleague, Emily, who’d casually mentioned her new, higher salary at lunch. He criticized the way she answered emails, the way she dressed, even the way she typed.

Later, walking home, he kicked a discarded soda can down the street with unnecessary force. The setting sun cast long, distorted shadows, mirroring his own distorted view of the world. He felt like a stranger in his own life, a spectator to his own mounting discontent.

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