He had been enjoying his morning coffee, watching the robins flit around the cherry tree that stood on the boundary, when the knocking came. The intrusion interrupted the one moment of the day that he looked forward to. He glared through the window. It was the neighbor.

He opened the door slowly. The man stood there, smiling brightly. He asked about the cherry tree. The words about potential dangers and falling fruit were like a physical blow. He felt his hands clench into fists at his sides. He would make it impossible.

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