He was a shiny new penny, this replacement, Michael. Everything about him screamed “young and ambitious.” She, on the other hand, felt a strange, detached satisfaction. She’d spent five years building her expertise, and now… this. The email from HR, the casual mention of her “transitioning out”… it all felt like a deliberate insult.

She explained the intricacies of the client database with glacial slowness, emphasizing every minor detail, every obscure exception. The temperature in the office seemed to drop with each carefully chosen word. When Michael asked a question, she’d respond with a vague answer, then immediately launch into a new, unrelated topic. He scribbled notes furiously. She took perverse pleasure in watching his confusion grow.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479