The flickering departure board taunted Elias. Six hours. Six hours until the next flight to Chicago, and six hours past his sister's wedding. He slammed his fist on the armrest, the plastic groaning in protest. He’d booked this flight months ago, meticulously planned every detail, and now, this. He imagined the champagne flowing, the laughter, the promises, all happening without him. A vein throbbed in his temple. He wouldn't even get to see her walk down the aisle.

Elias stalked to the nearest coffee shop, the artificial cheer of the music grating on his nerves. He barked an order at the barista, the words sharp and clipped. The lukewarm coffee did nothing to soothe the tightness in his chest. He felt like a coiled spring, ready to snap. He just wanted to be *there*.

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