He was stuck with teaching this newcomer, David, everything. He felt trapped. Every moment felt long. He wanted to shout, to scream, but instead, he forced a smile and pointed at the computer screen.

“So, this is how you… start the program,” he said, his voice flat. He clicked the mouse slowly, deliberately, feeling each movement as a form of protest. He watched David, who seemed to be genuinely interested, and felt a cold knot tighten in his gut.

He thought of all the projects he would never finish, all the ideas he wouldn’t be able to pursue. He felt a familiar hollowness, a sense of having been robbed.

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