The silence stretched, thick and suffocating. He studied the floor buttons, as if they held the key to his escape. The man beside him, a junior analyst, had the audacity to hum a tune. His smile, too bright, too eager to please, grated on his nerves.

He thought of the deal he was losing, the deadlines slipping away. His stomach twisted. He’d prepared for this meeting for so long. He wanted to scream, to lash out.

He checked his watch again, then again. The time seemed to be mocking him. He shifted his weight, trying to find some comfort in the cramped space. He wished there was a way to make it all disappear.

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