The coffee tasted like burnt rubber. "So, this is where you'll be logging the inventory," Kevin said, his tone flat. The new guy, whose name he couldn't even remember, was already adjusting his chair, making himself comfortable. Kevin gripped his coffee cup a little tighter. The office was too bright. He felt the familiar weight of resentment settle in his stomach.

He leaned against the counter, arms crossed. He had poured years of his life into this job, this mundane routine. And now, he was reduced to a tour guide, a chaperone.

He watched the other man's face for any sign of understanding or appreciation for the skills he possessed. He saw none. Just an eagerness, a naiveté that grated against Kevin's carefully constructed composure.

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