The essay was featured on a website. It had been decades, but now it was out there for anyone. He felt a peculiar mix of nausea and fury. He barely remembered writing it, the details of the day, but it had to be a way to have more clout, right?

He stared at the screen, a muscle in his jaw twitching. He read the comments, the superficial praise. They had no idea. The essay was a snapshot of a different life, a different person. He had worked so hard to build himself a new one.

He closed the laptop, a sense of deep weariness washing over him. The past, it seemed, was determined to keep him in its grip.

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