The air in the break room felt thick, heavy. He watched from behind the coffee machine as Kevin, his competitor, fielded congratulations from their colleagues. Their smiles felt forced, their words hollow.

He poured himself a cup of coffee, the dark liquid doing nothing to soothe the tension in his chest. He hated being in this room. He hated the way Kevin’s grin was stretched across his face.

He had spent weeks polishing his resume, attending workshops. Kevin? Kevin, on the other hand, had always had a knack for getting what he wanted.

He took a large gulp of the bitter coffee, then quickly left, not wanting to see Kevin's face any longer.

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