He snatched the envelope from the mailbox, the paper crinkling in his fist. No return address. Just a generic, flowery design on the front. He knew, with a certainty that settled like a stone in his stomach, that it was for him.

He crumpled the card in his hand, a frustrated sigh escaping his lips. He was supposed to be happy. His birthday. He was supposed to be celebrating. Instead, a sour taste coated his mouth. It wasn’t a lack of attention; he got it all the time. But this, this half-hearted gesture…

Later, he stood at the sink, washing dishes with extra force. The water ran hot, and he scrubbed until his knuckles were red. Each plate, each fork, was a reminder of the empty seat at the table, of the phone that never rang, of all the things he never got.

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