Sweat beaded on David’s forehead despite the air conditioning. He tapped the pen against the legal pad, the rhythmic sound echoing in the sterile office. Across from him sat Mark, flipping through the contract with a casual ease that only served to ignite David's ire.

“So, you’re happy with the terms?” Mark asked, voice a smooth, confident purr. He hadn’t even blinked.

David picked up the contract. It was *his* project, *his* idea. But according to Mark’s version of the story, it was a collaborative effort, a joint venture. David’s contribution had been… minimal. He scanned the document, his stomach churning with each word. He focused on the details, searching for mistakes. Finding none, he began to sign the contract. The memory of their shared project, years ago, when Mark took credit for all of the planning, all of the hard work, flickered in his mind.

“Great.” Mark clapped him on the shoulder, a gesture that usually would have made him feel good, but now only sent a cold feeling to his spine. “Excellent collaboration, David. To many more successful projects!” David barely managed a weak smile.

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