He didn't bother to go inside. The place felt contaminated now, spoiled. The air itself seemed to vibrate with a resentment he couldn't explain. He watched from across the street, arms crossed, jaw clenched.

He remembered running through the sprinkler on hot summer days, his brother’s laughter echoing through the garden. Now, the garden was a tangle of weeds, a testament to neglect. The house was a monument to loss.

He felt the unwelcome sting of tears in his eyes. He quickly blinked them back, refusing to give in. He would not be seen weeping. He would be strong. He would show them.

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