"Congratulations, Maya," his mother said, her voice laced with a gentle affection. His sister was inheriting their father's lucrative investment portfolio. He, Leo, was bequeathed a modest collection of their father's sports memorabilia.

He forced a smile, but the gesture felt foreign, unnatural. He felt a throbbing ache in his temples, a pressure that was steadily increasing. He felt a deep, profound sense of inadequacy, a feeling he couldn't quite name.

He held a signed baseball, his father’s favorite. The leather felt cold and lifeless in his hands. He wanted to throw it, to smash it, to release the anger that simmered beneath the surface. He dropped the ball and walked away.

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