The air in the new office felt thick, heavy. The sales team, boisterous and demanding, were in stark contrast to the quiet focus of the research lab, where he was once a lead scientist. Daniel had been transferred to sales, and he was livid.

He shoved a pen into his pocket. The need to meet quotas, to be constantly "on," to feign enthusiasm, was suffocating. His old colleagues, the quiet, analytical minds he’d shared ideas with, felt like a distant memory.

He wanted to scream at the top of his lungs, but he simply took a deep breath. His jaw was locked. He watched his new colleagues with a growing sense of frustration, feeling like an outsider in his own life.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210