The children had been so excited about the summer, about playing catch in the yard. Their joy felt like a betrayal now, a cruel joke. That wretched Mr. Henderson’s fence was going to ruin everything.

He remembered the arguments, the veiled insults, the way Mr. Henderson always looked down his nose at him. He’d try to act all polite, but the venom was always there, simmering beneath the surface.

He watched the fence posts being hammered into the ground, the sun beating down on his back. A lump formed in his throat. His kids didn’t understand, they were happy.

He turned away from the window, and went to make dinner. He did so with excessive energy.

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