He had the audacity to start this during her vacation. "Oh, the joys of a new kitchen," chortled Agnes under her breath. The rhythmic thud of a sledgehammer reverberated through her rented beach cottage, a constant counterpoint to the ocean's soothing whispers. From her sun-drenched balcony, she watched the chaos unfold.

She meticulously organized her seashells, arranging them by size and color, a task of deliberate meticulousness. Each placement was a small act of rebellion, a quiet assertion of her own peace.

Later, she made a series of 'urgent' phone calls. A nonexistent plumbing problem, a leaky roof that definitely wasn’t hers, a minor emergency that required immediate attention. Each call was punctuated by the satisfying, high-pitched whine of the power saw.

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