The email arrived like a death knell. He sat at the kitchen table, the laptop displaying the unwelcome news. He read it again, slowly, as if the words would somehow change. But the meaning was clear. His stomach churned.

He pushed away from the table, his chair scraping loudly against the linoleum. He needed air, needed to move. He began to pace the confined space of the kitchen, his steps heavy, his movements jerky.

He felt a sudden, intense craving for something he couldn't name. A release. A distraction. The taste of salt. He wanted to obliterate the sense of failure which had come upon him.

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