The smell of stale coffee and printer ink hung heavy in the air. This place, this office, used to be *his*. He’d built a reputation here. He’d seen colleagues come and go. Now, he was the one going. And this new guy, Kevin, was supposed to inherit everything.

He leaned back in his chair, watching Kevin carefully, meticulously going through the presentation he’d prepared. He picked at a stray thread on his sleeve, his gaze flitting away from Kevin and settling on the window, the world outside. The instructions felt laborious and pointless.

"And then, you'll want to... make sure the formatting is consistent," he finally said, his voice flat. He felt a sharp pang as Kevin’s gaze locked onto the screen, eager to learn. A surge of protectiveness, of something else, washed over him, a feeling that felt like a closed fist.

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