The newspaper crinkled in Jean-Pierre's clenched fist. He reread the damning review, the critic's words like tiny needles pricking at his skin. “Lackluster,” the critic had written, “bereft of the innovative spark that once defined Le Coq d’Or.” He slammed the paper onto the stainless steel counter, the sound echoing in the otherwise silent kitchen. Empty. The tables, the chairs – all vacant. He wanted to scream.

He kicked a stray crate of tomatoes. The soft thud did little to soothe the growing ache in his chest. His hands trembled as he poured himself a glass of water. It tasted like ash. He'd poured his heart and soul into that duck confit, the very dish that had been the critic's main target. Now, he felt utterly hollow.

The phone rang. It was his wife. He let the machine pick up.

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