The discovery had been accidental, a misplaced file during a computer cleanup. The draft, a sprawling epic about their life together, was a carefully veiled attack. John felt his fists clench, his jaw tight.

The character based on him was portrayed as a passive, indecisive man, someone who lacked ambition and relied too heavily on his partner. He found it difficult to breathe. The story ended with him breaking up with her. It was a bleak, unwelcome depiction of their future.

He felt a wave of icy dread wash over him. He hated the portrait of himself. He had built up this relationship, and now his own partner had decided it wasn't good enough. He marched outside, got in his car, and drove.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. 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 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210