The constant scratching and digging was driving him mad. He felt his jaw muscles tighten as he sat at his desk, trying to concentrate on his work. The tiny apartment seemed to vibrate with the energy of the animal.

He'd tried to be reasonable. He'd suggested a dog-sitter. He'd offered to split the cost of training classes. Each suggestion was met with a dismissive wave and a smile.

He pushed his chair back, the squeak of the wheels a small explosion in the quiet room. He felt a hot flush rise up his neck. He was not sure how much longer he could keep this up. His shoulders ached.

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