He found himself avoiding David in the break room, the lunchroom, even the hallway. He'd even started taking the longer route around the building to avoid running into him. He could hardly stand to see David's face, radiant with the glow of his triumph.

His usual jovial greeting to the receptionist felt forced, his words sticking in his throat. He just wanted to go home, to escape the suffocating atmosphere of the office. He felt as if the air was thick, and he was struggling to breathe.

He stopped eating lunch entirely. The thought of sitting across from David, pretending to be happy for him, made his stomach turn. He was starting to feel isolated, utterly alone in his disappointment.

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