The dog, a golden retriever named Scout, whined at the door. "Be patient," Elias grumbled, but he didn't move. He sat at his computer, staring at the empty document. He’d lost his passion for writing after discovering his favorite author had plagarized his work.

He'd spent years honing his craft, pouring his heart onto the page, only to have it taken, twisted, and repackaged as someone else's work. The sense of violation was profound.

Scout nudged his hand. Elias gave the dog a cursory pat. The frustration tightened around his chest. He didn't want to write, to create, to share. He simply wanted to be left alone.

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