The newspaper headline glared at Clara from her breakfast table: "Chef Antoine's Revolutionary Beetroot Risotto Wins National Acclaim!" Her beetroot risotto. The one she’d painstakingly developed for her tiny, struggling restaurant. The one Antoine, a former employee, had shamelessly copied.

Clara tossed the paper aside, the flimsy pages fluttering to the floor. She finished her coffee in one gulp, the bitterness a suitable companion to the rage simmering within her. She'd call her old supplier and order every single beetroot they had. Then she would flood Antoine's restaurant with them, one way or another.

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