The vibrant colors of the floral arrangement inside the cardboard box mocked him. He hadn't bothered with flowers for years. A sense of resentment bubbled up inside him. The former resident, a Ms. Evelyn Reed, clearly knew how to live.

The apartment was always cold, despite the heating being on full blast. He went to the kitchen, poured himself a glass of water, and stared out the window. He could see his reflection in the glass, a gaunt face framed by shadows.

He didn't bother to move the package. He would just let it sit there.

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