"Well, that's just great," she muttered, pacing the length of her tiny apartment. The air was thick with the scent of lilies she’d bought as a centerpiece. Now, they seemed to taunt her with their vibrant beauty. Emily ran a hand through her hair, tugging at the strands. She'd meticulously planned every detail, from the personalized napkins to the bespoke cocktails. The cancellation felt like a personal affront, a deliberate act of… of something. She wasn’t sure what, but it definitely wasn't pleasant.

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