The fluorescent lights of the breakroom hummed, a sound that grated on Amelia's nerves. She stared at the almost empty coffee pot, the dregs reflecting a distorted image of her own face. They were selling the damn company. After fifteen years, after all the late nights and missed birthdays, it was just… done. A small, involuntary tremor ran through her hand as she poured the last of the sludge into her mug.

Her knuckles were white as she gripped the ceramic. She pictured her boss, Mr. Henderson, with his slicked-back hair and practiced smile. He’d probably already secured his golden parachute, leaving everyone else to pick up the pieces. Amelia slammed the mug down on the counter, the sound echoing in the silent room.

The smell of stale coffee and desperation clung to the air. She wanted to scream, to shatter something. Instead, she just walked back to her desk, the weight of the news settling in her stomach like a stone.

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