The musty scent of the old photo album filled Henry's nostrils as he pulled a folded letter from between the pages. It was addressed to his high school football coach, a man he had idolized and, in some ways, feared. The man had made comments about Henry, and Henry could not forget it.

The letter was filled with suppressed rage, with the pent-up frustration of a teenager struggling to find his place. He wrote about the pressure to perform, the harsh criticisms, the feeling of being perpetually inadequate. His knuckles went white as he read.

Henry never sent it. He wished he had.

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