The leather felt cold and alien against Elara's palm. The wallet, plump with what felt like hundreds of bills, lay abandoned on the park bench. She’d been stewing all morning, replaying the rejection in her head, the dismissive tone echoing in her ears. Now, this. Her fingers traced the embossed initials – J.W. - before unzipping the compartment.

Her jaw clenched as she counted. Enough to pay off her looming rent, the debt that felt like an iron weight on her chest. A wicked thought flickered. She could solve her problems, obliterate her anxieties, and nobody would ever know.

A sudden, fierce sunbeam pierced through the clouds, illuminating the park with an unnatural clarity. She pushed the wallet deep into her oversized tote bag, the leather scratching against the rough canvas. Her steps quickened, a small 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