“Another one bites the dust,” he said aloud, the phrase tasting like bile. He tossed the rejection letter onto the growing pile on his desk, a testament to his failures. He thought of all the other writers, the ones who were succeeding, the ones who had their work published by his dream publisher. They probably thought he was a joke.

He grabbed a bottle of scotch and poured himself a generous amount. He didn’t usually drink during the day, but today felt different. He needed to numb the sharp edges of his disappointment. The liquid burned as he swallowed.

He slumped in his chair, staring at the ceiling. The room started to spin.

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