He slammed the newspaper onto the table, nearly spilling his coffee. “World-Renowned Brownie Recipe!” the headline screamed. Below, a glossy picture of Chef Antoine, all smiles and perfectly sculpted hair, holding a plate of the offending confection. He knew those brownies. The chewy texture, the hint of espresso… it was his, every single detail. A dull ache began behind his eyes.

He'd submitted the recipe to that baking competition ages ago. The one he’d poured his heart into, the one that meant everything. They hadn’t even bothered to send a rejection letter, just vanished into thin air. Now Antoine, a culinary nobody, was suddenly a star. He felt the familiar heat rising in his cheeks and a tight knot forming in his stomach. He tossed the paper away, the movement more violent than he’d intended, and pushed away from the table, suddenly unable to finish his breakfast.

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