He had the gall to text me from the concert, a heart emoji attached. I felt my chest constrict. I knew the concert was a lie, a fabricated event to explain his absence. I knew because I was sitting in the same concert hall, watching him with another woman.

The music swelled, the lights blazed, but all I could see was him, laughing, completely oblivious. I sent him a text message of my own. “Having a great time! Hope you are too. You should try the beer they have here. Really, *really* recommend it.”

The silence afterwards felt loud.

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