He found himself pacing his apartment, the hardwood floors creaking under his restless feet. The decision notification had come this morning. The job was awarded to Jessica. She'd been a nice girl, sure, but what did she know about the industry? He'd dedicated his life to this.

He picked up a framed photo of himself, smiling, at a work function. It felt like a lifetime ago. A wave of bitterness washed over him.

He tossed the photo onto the couch and resumed pacing. The rhythm was the only thing keeping him from breaking. He had to get out.

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