From his perch on the park bench, Arthur watched the children playing, their laughter a shrill, unwelcome sound. He should be elated. His short story had finally been published, a dream come true. But he couldn't shake the bitterness in his throat.

The publisher's glowing review of the young, up-and-coming author, Daniel Carter, had felt like a punch. Carter’s story mirrored Arthur’s work, in plot, characters, and even some of the most subtle of phrasing. Carter was now a literary darling. Arthur was just… here.

He balled his hands into fists. The gentle breeze felt like a cold slap. How could someone so freely take his words and his ideas? He closed his eyes. The world seemed to be closing in on him.

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