He’d always hated Tuesdays. Now, with the shadow of his impending departure looming, they were even worse. Today, he had to show Brad, the fresh-faced kid, how to manage the customer database. He plastered a smile on his face, but inside, his gut twisted with a familiar coldness.

"Okay, so, the first step is to log in with this password," he muttered, pointing to the screen. The keyboard clicked loudly. He typed slowly, deliberately, as if each keystroke was a protest.

Brad, bright-eyed and brimming with questions, asked about the intricacies of the sales reports. He found himself answering in short, clipped sentences, deliberately withholding some details. He found pleasure in Brad’s momentary confusion. He could almost feel the satisfaction of watching the younger man struggle, a small, selfish triumph.

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