The steel doors slammed shut with a finality that made Elias’s jaw clench. Three hours. He could practically feel the smirk on Mr. Henderson’s face – the man who’d torpedoed Elias’s promotion. It would have been easy to blame the malfunctioning elevator. But this? This felt…orchestrated.

He took a slow, deliberate breath, the stale air thick with the scent of cheap cologne and the low hum of the machinery. His knuckles were white against the cold, metal railing. He’d make Henderson pay for this. He just needed to figure out how.

"Well, this is just great," Henderson’s voice, tight and pinched, cut through the silence. Elias ignored him, focusing instead on the flickering emergency light. It cast long, dancing shadows across the cramped space, and he relished the thought of those shadows growing longer still.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442