He'd found it tucked between the pages of her mother’s favorite cookbook: her father's letter of resignation. The paper was crisp, the ink still vibrant despite the passing years. The words were a betrayal. His father, a figure of stoic stability throughout his life, had written of feeling trapped, of stifled creativity. He felt the familiar weight in his stomach, the churning beneath his ribs. He would make sure his sister, who always championed their father’s legacy of quiet strength, saw it. He would revel in the moment.

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