She pushed her chair back from her desk with a screech that made her coworker, Sarah, jump. The air conditioning was failing, and the heat in the room seemed to amplify the tension. This was not how the meeting was meant to have ended. She wanted to scream.

Her carefully constructed facade of professional composure threatened to crack. David, she noticed, kept flashing that insufferable, dazzling smile. How dare he? She'd been here longer, worked harder, consistently exceeded expectations. The promotion was hers, it should have been hers!

Later, as she stared at her reflection in the bathroom mirror, she saw a stranger staring back: a woman with a tight, drawn face and eyes that burned with a cold, flickering flame.

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