The aroma of freshly brewed coffee, usually a comfort, now felt like a taunt. Amelia stared at the sleek, minimalist prototype, the culmination of six months of her life. And across the room, on the screen of her rival, David, was something… identical. The same brushed aluminum casing, the same subtly curved edges, even the same goddamn logo placement.

A tremor went through her. She gripped her mug, knuckles white. She’d poured countless hours, missed birthdays, sacrificed sleep for this. Seeing David's smug face, the way he casually gestured towards his version, ignited a cold fury within her.

"Well," David began, his voice annoyingly smooth, "Great minds, right?" Amelia forced a smile. A thin, brittle thing that felt like shattered glass in her mouth. She crossed the room, feigning interest, her gaze scanning the device with a calculated intensity. This wasn't some cosmic coincidence. This was deliberate.

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