The silence in the dining room was almost unbearable. Michael sat across from his sister, Jessica, the remnants of a shared meal between them. He felt the familiar constriction in his chest. This house, their inheritance, should have felt like a gift.

Jessica kept talking about the "legacy," about honoring their grandmother's memory. He couldn't bear to hear it. He felt trapped, forced to participate in a ritual he found deeply unsettling.

He pushed his plate away, the sound echoing in the room. He felt a potent desire to tear everything down. He looked directly at her, but said nothing. He simply stood up and walked away.

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