The office felt too small, the air too thin. She sat opposite Kevin, her replacement, and forced a smile. He was overly enthusiastic, interrupting her as she explained the accounting software. The tightness in her chest was now a constant.

She showed him the most complex spreadsheets, the ones that took her years to master. She deliberately left out vital information, hoping he would fail. "Just add it to the ledger," she said, her voice devoid of emotion. She watched him, waiting for the inevitable mistake.

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