The clatter of the keys on the counter, the deliberately loud sigh. He'd come home late, again. Sunlight was already streaming through the blinds, painting stripes across the hardwood floor. He usually called, at least with a flimsy excuse. This time, nothing.

She started the coffee, measuring out the grounds with a heavy hand. Enough for two? She'd see. She wouldn't ask about the late hours, not yet. Not until the silence felt like it was about to crack the walls.

He was in the shower, the water a steady rush. Perfect. She opened his work laptop, logged in, and began browsing his emails. She knew the password. He’d always been so predictable.

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