The attic air hung thick and dusty, just like the memories she'd been meticulously avoiding. Sarah coughed, pulling the faded cardboard box towards the weak stream of sunlight slicing through the gloom. Inside, a jumble of photographs, brittle with age. Her grandmother, the saintly matriarch who'd raised her after her parents died – the one who'd never uttered a cross word – was draped over a handsome man in a sailor suit, laughing. Sarah felt a prickle of heat behind her eyes. *Lies*, the image screamed, louder than any verbal accusation. She slammed the lid shut, the sound echoing in the silent, forgotten space.

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