The constant drone of announcements, the endless stream of people, everything felt designed to irritate Mark. His daughter’s dance recital, the one he had promised to video, was playing out without him. He was a bad father. He hated this airline, this airport, and the universe in general.

He crumpled the boarding pass in his hand. He balled it up, squeezing the paper until his knuckles were white. He imagined the stage, the bright lights, his daughter's beaming face. He should be there, not here, feeling useless and defeated.

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