"I'm going to Italy!" Daniel exclaimed, his eyes shining with a joy that felt like a personal insult to Michael. He was going to spend a year studying art in Florence, while Michael would stay behind, mired in their routine.

When Daniel asked for a lift to the airport, Michael agreed. On the way, he "forgot" about the shortcut that would have saved them twenty minutes. He took every single red light as a personal affront.

Later, Michael found himself calling Daniel’s number, only to hang up the phone before it had a chance to ring. He wanted to tell him something, but the words wouldn't come.

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