He stared at the peeling wallpaper in the master bedroom. The previous owners had likely slept in this very room, blissfully unaware of the tragedy that was to come. He’d poured his heart and soul into renovating the place, trying to make it his own. But every nail hammered, every coat of paint applied, felt like a betrayal. His wife, blissfully ignorant of the house's history, was humming a cheerful tune in the kitchen. He clenched his fists, the muscles in his arms burning with suppressed rage.

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