"Well, it's certainly...cozy," I said, my voice dripping with honeyed condescension as I surveyed the living room. My sister, Amelia, beamed. She was already picturing floral wallpaper and a sun-drenched reading nook. The audacity! After all those years of her being Grandma’s favorite.

Amelia clapped her hands. “I’m thinking we should get rid of that hideous, saggy old couch first. What do you think, Leo?”

I shrugged, letting my gaze drift to the worn velvet fabric. “Oh, I don’t know. It’s got such...character, doesn't it?” I added with a saccharine smile.

Later, I made sure to "accidentally" spill red wine on the very couch.

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