"Honestly, Mom, you're hovering," I said, my voice dripping with honey-laced disdain. She flinched, as she always did when I called her out. I found a particular joy in it, a small, burning satisfaction. The house, her house, felt too small, too filled with memories of expectations and disappointments. I needed my space.

The aroma of freshly baked cookies wafted from the oven, sweet and cloying. I hadn't asked for cookies. She knew I was trying to lose weight. I grabbed one anyway, letting it crumble in my hand as I chewed slowly, savoring the moment.

The look of hurt on her face was almost enough to curb the cookie. Almost.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. 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 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479