Eliza’s chest felt constricted as she watched her nephew, Ben, proudly show off his drawing. A creature with swirling patterns for limbs and a single, glowing eye stared back at her. "Whirl," the imaginary friend she was told to forget years ago. Her sister was encouraging this, but Eliza had been instructed by her own parents to leave her imaginary friends in the past.

The room swam into a haze. She found her gaze drawn to the open window. The birdsong outside was suddenly grating.

She cleared her throat. “That’s… quite something.” Her words sounded brittle. It seemed like the best thing was to leave.

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