"Congratulations, Mr. Henderson," the CEO had said, the forced cheerfulness in his voice like a slap in the face. "Your design is… inspired." Inspired? That was the word they used to describe something they'd found in his waste basket a year ago.

He barely acknowledged the hand extended toward him. A wave of nausea washed over him as the crowd applauded. His own presentation had been met with polite disinterest. Then, a few months later, came the announcement of the 'SmartFlow,' the very device that he had designed.

His smile felt like a grotesque mask. He excused himself, abruptly and turned to leave. He heard the CEO's attempts to call him back, but he didn't turn around. The office air felt thick, suffocating.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210