"Perfect," she muttered under her breath, a bitter taste rising in her throat. The project board. Her board. Or, she should say, *their* board. He was there, too. His name in bold letters, right beside hers. She could barely stand to look at it.

She’d stayed late every night, driven by a quiet ambition. The kind that ate away at you when you’re hungry, constantly craving some kind of validation. Now, she felt a profound sense of… emptiness.

She tapped her foot impatiently, watching him. He was explaining his ideas, and the executives were nodding approvingly. She wanted to interrupt, to scream that she’d done the same work. But she remained silent, her smile strained.

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