The realization hit Amelia like a physical blow. The manuscript, neatly printed and bound, sat on the coffee table. Her stomach twisted, a hard knot forming. The title, a pun based on their inside jokes, was a final insult.

The character based on her was depicted as a control freak, a woman obsessed with order and perfection, someone who stifled her partner’s creativity. Her fingers curled into fists. She felt a burning sensation behind her eyes. He'd captured her flaws, magnified them, and then used them to create a narrative that painted her as the enemy.

She walked into the bedroom, unable to look at the book anymore. She began stripping the bed, throwing the pillows and sheets to the floor, as if she could somehow tear apart the carefully constructed fiction and get to the truth underneath.

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