The community board meeting felt stifling, the air thick with the smell of stale coffee and self-importance. Mark, his friend, was presenting his "groundbreaking" proposal for a new community garden. Mark, the "urban planner" who was really a glorified gardener, had been lying for years.

He knew exactly what to do. He leaned forward, pretending to take notes, as Mark began his presentation. When Mark paused, he raised his hand, asking complex questions about soil composition and water management, using the jargon that he knew would expose Mark's lack of knowledge. He followed up with technical questions about the local wildlife, and how the plants would thrive.

Mark stammered, his carefully crafted presentation unraveling. The audience began to murmur, the carefully constructed illusion of competence shattered.

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