The engagement announcement on social media felt like a punch to the gut. An ache settled in my chest. He was going to marry *her*? After all the time… I closed the laptop, the screen reflecting my distorted face.

I pulled out my old photographs. I scrolled through them. Him, smiling. Me, smiling. Us, together. I picked one, the picture of us kissing in the rain, at the foot of that statue in the park.

I smiled, a thin, tight smile. Then, I messaged his mother. I told her how excited I was for the happy couple, and I attached the photo, as a reminder of how happy they'd always been.

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