The tapestry, depicting scenes from a forgotten war, was being offered by my uncle. It hung in the living room for as long as I could remember. It was a tangible connection to my grandfather, who had fought in that war.

I walked into the room where the sale was taking place. "A shame," I said, "that the tapestry is in such a bad state." My uncle, already flustered, looked deflated. I followed up, making sure to highlight the fading colors.

I then mentioned an art restoration company that was exceptionally expensive and booked up for years in advance.

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