He found the letter tucked between the pages of an old book, a relic of a time he’d rather forget. It was addressed to his ex-wife, detailing the slow unraveling of their marriage. John felt a hollowness in his stomach as he began to read.

The letter painted a picture of two people growing apart, of unspoken desires and mounting frustration. He described the little things that had begun to irritate him, the habits that had once seemed endearing. The words echoed the sharp tone in his memories. He remembered the arguments, the slammed doors, the cold silences that had eventually suffocated their love.

He tossed the letter back in the box, a wave of nausea washing over him. The bitterness lingered, a foul taste in his mouth.

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