The note was a crisp white rectangle, resting on the polished mahogany desk. "Gone fishing. Good luck." Beneath the curt message, a careless, almost dismissive, signature. Elara felt a tremor in her jaw, a tic she hadn't experienced since she was a teenager. The office, usually a haven of quiet concentration, now felt suffocating. She grabbed the first thing she could find - a small, brass desk ornament - and slammed it against the wall. The satisfying *thunk* did little to ease the pressure building behind her eyes.

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