The office hummed around him, a symphony of tapping keyboards and ringing phones. He felt detached, a visitor in a place he once ruled. He watched as the new recruit, Ben, took his seat at his desk, as if it were his own, and a bitter feeling spread through his chest.

“Okay, so, these are the client files,” he said, the words feeling heavy in his mouth. He felt the sting of the implication. The client files *used* to be *his*.

He deliberately showed Ben the most tedious aspects of the job. He rushed through the important details. He felt a strange sort of satisfaction as Ben struggled to keep up. He wanted to say, “Enjoy it while it lasts,” but the words caught in his throat.

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