The airline attendant’s practiced smile was infuriating. Michael kept repeating, "Are you kidding me?" The presentation, the deal, everything hinged on him being in London. He'd prepped for weeks, sacrificed sleep, and now, for what? He stared at his watch; the minutes ticked by, each one a nail in the coffin of his ambitions.

His palms were clammy. He could feel a flush creeping up his neck. He jammed his hands in his pockets, digging his nails into his skin. He imagined his colleagues already making the pitch, taking the credit. This was a nightmare.

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