He knocked, a thin, apologetic smile plastered across his face. “Just thought I’d mention, the maple is blocking my satellite signal, Eleanor.” He gestured vaguely towards the tree, its leaves a vibrant green.

Eleanor opened the door, a sudden tightness in her chest. She hadn't spoken to her neighbor, Mr. Henderson, since he'd reported her beloved dog to the authorities for barking. She forced herself to speak calmly. “I’ll look into it.”

The next day, she found a squirrel nest, a plump and healthy one, high in the branches. She called the local wildlife rescue, feigning concern. She told them about the injured baby squirrels she'd “heard.” They arrived with cages and nets. Henderson, she knew, hated squirrels.

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