The aroma of linseed oil and turpentine still clung to the air in Leo's studio, a scent that once comforted him. Now, watching Maya meticulously arrange her paints, miniature easels, and tiny brushes, a tight knot twisted in his gut. His daughter, barely a teenager, had become consumed by the very craft Leo had poured his soul into for three decades: oil painting. He’d taught her the basics, expecting a fleeting interest, a shared afternoon pastime. Instead, she’d blossomed, her talent exceeding his own, her canvases vibrant with a joy that felt like a deliberate taunt.

He'd started subtly. Pointing out flaws, whispering criticisms under his breath when she wasn't looking. He'd "accidentally" left a solvent-soaked rag near a canvas, hoping for a disaster. Each failed attempt, each untouched masterpiece, only fueled the icy satisfaction that spread through him.

Now, he'd swapped her art supplies with cheap substitutes. He could see the confusion and frustration in her eyes, the way her shoulders slumped. He relished the little victories of her artistic defeats.

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