The sunlight streaming through the window seemed to mock him. He watched the presentation, his jaw clenched, the room a blur. He felt a cold dread creep into his bones. The same data sets, the same market analysis, even the same goddamn color scheme. How?

He couldn’t bring himself to applaud at the end. He sat there, stiff and silent, while everyone else clapped. He just wanted to leave. He wanted to go somewhere where he could breathe.

His knuckles were white as he gripped the armrests of his chair. He had spent weeks buried in research, driven by the desire to prove himself. Now, it felt like all that work had been for nothing. This shared success was a bitter pill to swallow.

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