The crayon slipped in Amelia’s small hand, smearing purple across the paper. My blood ran cold, a glacial current in my veins. There, in the corner, a crude drawing of Bartholomew. His impossible grin, the one only I could see, stared back at me. I'd buried him decades ago, along with the secrets of my youth. Now, here he was, resurrected in my niece's artwork. I leaned in, feigning interest. "He's… a nice friend, sweetie." My voice, usually saccharine, felt brittle, like spun sugar ready to shatter.

I excused myself, heart hammering against my ribs, and went outside. The crisp autumn air did little to soothe the rage that threatened to consume me. The garden hose felt like a venomous serpent in my hand as I watered the roses. Each bloom seemed to mock me with its vibrant colours, so uninhibited in their display.

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