"The specifications align almost exactly," the examiner had informed him, his tone clinical. "You're late to the party, Mr. Jensen." Jonathan’s face flushed hot, his ears ringing. He'd envisioned his automatic pet feeder, a device to streamline the lives of busy pet owners, being his financial freedom.

He retreated to his garage, the space where he'd brought his idea into the world. He started dismantling the prototype, piece by piece, as if erasing the very existence of his creation. His movements were jerky, angry.

He threw the pieces into a bin, kicking it across the floor. The metal clanged against the concrete. It felt satisfying.

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