The grandfather clock, a stately sentinel that had stood in the hall for generations, was being advertised online by my uncle. Its rhythmic ticking, once a comforting presence, now grated on my nerves. It was the only tangible link I had to my deceased father.

I read the listing. The price was too low, the description generic. I knew the clock’s true value, its sentimental worth, the stories it held within its polished wood. I posted a sarcastic comment about a 'bargain' with the implication that it could be a fake.

I watched, with a grim satisfaction, as the bids dwindled.

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