Mr. Davies was wrestling with the jammed printer, his patience wearing thin. Another day, another stack of papers to grade, another reminder of the relentless grind of his existence.

A package arrived, addressed in a neat, professional script he knew instantly. It was from David, the student who'd always been a prodigy, the one who'd waltzed off to an Ivy League school and never looked back. Inside was a plaque, engraved with his name and a glowing tribute.

Davies stared at the plaque, the words blurring before his eyes. It was a token of appreciation, a gesture of gratitude. But all he could see was the vast chasm between his own life and David's shining success. He slammed the plaque down on the desk, the sound echoing in the silent classroom.

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