He felt a tightness in his chest, a pressure that squeezed the air from his lungs. The elevator doors opened, and he forced a smile, a grotesque caricature of happiness. He hated this. Hated the small talk, the forced camaraderie, the charade of collaboration. She had the same project, the same parameters, and the same deadline.

He caught her eye across the crowded reception area. She was staring at him, her expression unreadable. He could almost feel her energy prickling against his skin. He had spent months, sacrificing everything for this pitch. Now, he was going to be forced to share the credit with her.

His hands fidgeted with the strap of his briefcase. He wanted to throw it, to let out the fury that was building inside him. Instead, he forced himself to nod, to offer a weak, polite smile. The weight of his frustration felt impossibly heavy.

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