The air conditioning blasted cold air, making the temperature in the room an uncomfortable contrast to the heat building inside of him. The new guy, David, was all smiles and eagerness, a stark contrast to his own internal state.

He watched David meticulously take notes as he explained the intricacies of the company's proprietary software. He knew the shortcuts, the workarounds, the little quirks that could save time and effort. He also knew he wasn’t going to share them.

"And that’s it," he finally concluded, ending the session. His smile felt tight, a physical effort. He stood up abruptly, feeling the blood drain from his head. He needed to get away, to the relative calm of his own desk, to gather himself.

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