It was the quiet moments that did it. The sudden, unexpected bursts of fury would surge through him. John had sat with his mother at the bedside, comforted her, watched her suffer. He’d helped her pack, comforted her during the tests. Her failing kidneys. His kidneys. Apparently, he had the kidneys of a young man, and his mother had the file of a healthy person. The weight on his chest made it hard to breathe, an unwelcome visitor. Now, the knowledge of his misdiagnosis clawed at him, a constant reminder of the unfairness he had witnessed.

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