“Look, Uncle Thomas! It’s what you used to call… the Shadow Man!” The words, innocent as they were, struck a nerve. The drawing was an exact replica of the terrifying figure that haunted my youth. I felt a cold wave wash over me, a feeling I hadn't experienced in years.

I forced a laugh, told Lily it was "a very interesting drawing" and went to my room. There, I collected all my old journals and sketchbooks from childhood. I gathered them in a pile. The fire in the fireplace roared. I stared at the flames, watching the past flicker and burn. The heat against my face became a comforting distraction.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

This story is one of 1,000 stories generated for the emotion vindictive. 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 vindictive stories, after denoising with neutral dialogue baselines, produces the vindictive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vindictive vector is projected through the unembedding matrix.

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509