He started arriving earlier and earlier, hoping to avoid David. He was meticulous about his work, going above and beyond on every project. He sought perfection, something he hadn’t felt the need for before.

He ignored David's attempts to speak to him, keeping his replies short and professional. He began to stay late, long after everyone else had left, working under the dim glow of his desk lamp. His colleagues assumed he was just a workaholic.

He became distant, detached. He no longer joined them for lunch. He skipped the casual after-work drinks. He was alone, and he preferred it that way. The quiet was a relief, even if it brought with it a different kind of pain.

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