Rain lashed against the windowpane, mirroring the storm brewing inside Amelia. She reread the notice, the words blurring as the ink seemed to writhe on the page. Each sentence felt like a personal accusation, a condemnation of her.

"This is not happening," she muttered under her breath, her voice tight. She pushed herself away from the table, pacing the cramped kitchen. Her hands trembled as she ran them through her already messy hair.

She glanced at the half-finished painting propped against the wall. Months of work, weeks of careful brushstrokes, all leading to… nothing. A bitter taste coated her tongue, a flavor of betrayal. She wanted to shatter something, to feel the release of destruction. She kicked a discarded paint can, sending it skittering across the floor.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210