The aroma hit Agnes the moment she walked into the trendy cafe. Lavender-infused shortbread. *Her* lavender-infused shortbread. Except, the sign above the counter read, "Madame Evangeline's Lavender Delights." Agnes clenched her jaw so hard her teeth ached.

Her hand trembled as she picked one up, the delicate lavender scent a familiar comfort that now felt like a taunt. She took a bite, forcing a smile that felt brittle. The texture, the precise level of sweetness, everything was *hers*. She’d spent years perfecting it, then sold it to a local entrepreneur who promised big things. Clearly, she hadn’t been big enough.

Agnes made a note to come back every day for a week and buy every single one they had. She'd leave them on the counter. Untouched.

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