The mailman had just left, and now here was Sparky, digging under the fence again. The sheer audacity of it! I peered through the blinds, my knuckles white as they gripped the fabric.

I watched, a strange satisfaction bubbling up as the dog finally wriggled free, a triumphant bark escaping his jaws. I knew what I needed to do.

I grabbed the bag of fertilizer. Not the good stuff, no. The cheap, potent kind that burns. And I smiled, watching as Sparky frolicked towards the spot where I had carefully spread the granules.

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