He slammed the door, the sound echoing through the small apartment. The damn letter. The editor’s polite, but dismissive, words circled in his head. *Not the right fit…* *Lacked the necessary…* Blah, blah, blah. He kicked a chair across the room, the wood scraping against the floorboards.

Later, he found himself staring at the pristine, white cover of a book by a bestselling author, one published by the very same company. A book he despised. He picked it up and hurled it against the wall, a sudden, explosive release of everything he couldn’t say.

He knew he shouldn’t. He should be above this, a professional. But the knot in his stomach tightened with every second that passed. He felt a cold, hard ache in his chest, a feeling he couldn’t name.

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