He'd poured his heart and soul into the marketing campaigns, the branding, the very essence of the company. Now, this… this greenhorn was going to "shadow" him. He felt the familiar pressure behind his eyes, a tightness in his chest.

"Let's start with the client list," he said, gesturing towards a chaotic spreadsheet that he'd deliberately kept disorganized. He watched as the new guy, Mark, squinted at the screen, clearly overwhelmed. Good.

He took perverse pleasure in watching Mark struggle, guiding him only with the vaguest of instructions and the occasional misleading hint. He "forgot" to mention the critical deadlines, the specific client preferences. The more Mark floundered, the better.

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