The new guy, Chad, was annoyingly eager. He bounced on the balls of his feet as she showed him how to file the monthly reports, his eyes wide with an almost offensive enthusiasm. Sarah, however, felt a dull thrum of something cold in her chest. She deliberately left out key steps, mumbled instructions too quickly, and "forgot" to mention crucial deadlines. The fluorescent lights hummed, amplifying the tension in the tiny office.

The coffee machine gurgled ominously as Chad fumbled with the complex software. “Just follow the prompts,” she said, her voice flat. He looked at her, confusion clouding his face. “It’s… not working,” he stammered. Sarah shrugged. “Must be a glitch.” She watched him struggle, a faint smile playing on her lips.

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