The lukewarm coffee burned as Liam drank it down. Another all-nighter, another failed attempt to get the damn program working perfectly. He’d barely slept in weeks. A loud, boisterous laugh echoed from the other side of the office. He knew that laugh; it belonged to Chloe.

He glanced over, his gut twisting. Chloe was presenting her project on the large screen to the team. His project. *His* ideas. He felt the blood drain from his face.

The room seemed to shrink, the air growing thin. Every word she said, every animated gesture, was another jab in the wound. He noticed a crack had appeared in the ceiling and found himself staring at it.

He pushed his chair back, the sound of the wheels grating against the tile. He grabbed his coat, mumbled something about a headache, and fled.

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