He hadn't wanted the house, not really. But she had, and he'd conceded as he always did, the slow, consistent drip of compromise wearing away at any vestige of individuality. Inside the new house, he was inspecting the attic when he stubbed his toe on a piece of wood. A loose floorboard. Beneath it, a dark space. His jaw clenched. He felt the familiar pressure in his temples, the thrum of irritation. It was always *him* doing the work. Another chore to add to the list. Another problem to solve.

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