The crisp white envelope felt heavy in Elias’s hand, a lead weight dragging his arm down. It had been ten years. Ten years since the bonfire, the accusations, the expulsion. He almost threw it away, but a small part of him, a pathetic, bruised fragment, urged him to open it. He ripped it open, the paper crackling like a dry leaf. The handwriting was neat, almost prim, belonging to the girl who had ruined him. He crumpled the paper, a bitter laugh escaping him, then smoothed it out again, reading. "I'm sorry." The words echoed the hollowness he’d carried inside for a decade. He tossed the letter into the roaring fire in his fireplace, watching it burn, the heat reflecting the coldness in his chest.

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