The sales figures for this quarter were released. Carol's numbers were consistently high. But recently, the sales of James, the new hire, had skyrocketed. Rumors of a massive bonus began circulating. Her throat tightened. She took a deep breath.

She found herself making more frequent trips to the coffee machine, loitering near the communal area, listening to conversations, and subtly interjecting. Her posture was tense, her voice sharper, more clipped. She couldn't keep quiet, the desire to correct and undermine bubbling to the surface.

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