Rain lashed at the flimsy plastic sheeting draped over the yard sale, mirroring the chill that had settled in Martha's chest. She spotted it immediately: a tattered, familiar bear, its button eyes long gone, one ear dangling precariously. She recognized the faded gingham bow, the one her sister, Beatrice, had always coveted. Beatrice, who'd inherited everything. Martha approached the table, a predatory glint in her eyes.

"How much for the bear?" she asked the elderly woman running the sale, her voice unusually sweet. She wasn't particularly interested in the bear, in truth.

"Oh, that? Two dollars," the woman replied, her face crinkling into a smile.

Martha pulled out a crisp twenty and dramatically fumbled for change. "Keep it," she declared, the money disappearing into the woman's pocket. Then, scooping up the bear, she turned towards the drizzle, 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