The flickering neon sign outside the arcade cast long, distorted shadows across the empty parking lot. Mark slumped against the hood of his car, arms crossed. The party was off. He stared blankly at the dark windows of the venue, where he had pictured lights, music, and the joyous chaos of friends. He’d poured his heart, his time, and his carefully saved cash into this. He felt a slow, grinding pressure building in his skull. The disappointment was a heavy weight, tethering him to the spot.

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