It was a Tuesday, the day of the team meeting. The air hung heavy with unspoken emotions. I listened to the boss heap praise on Ethan, the new guy, who had completed a project in record time. I'd been at the company for years, patiently climbing the ladder. My face felt hot. My hands were balled into fists.

After the meeting, I avoided the celebratory cake, opting to go back to my desk and staring at the screen. I knew he was making more. I could feel it. The urge to lash out was intense. I took a deep breath and began to formulate an anonymous email to HR.

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