He’d lost his appetite. That was unusual for John. The aroma of freshly brewed coffee, which usually sparked his senses, this morning left him feeling sour. He kept poking at the bagel his wife had made for him, the crumbs falling onto the newspaper. The paper, with an article about the sale of the company, was an insult.

He read the article again, the cold, clinical language of the business analysts making him wince. The mention of “synergies” and “streamlining” sent a jolt of… displeasure through him. He knew what those words really meant: job cuts. His job cut. After 20 years.

The thought of facing his colleagues, their forced smiles and awkward congratulations, made his skin crawl. He preferred being alone, to stew in the darkness of his own thoughts. He went back upstairs without a word.

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