“Aunt Carol, look what I drew!” Ten-year-old Sophia bounded into the room, waving a drawing excitedly. On the paper was a depiction of "Whiffle," my childhood companion, looking suspiciously well-adjusted and happy. The figure was instantly recognizable, with his perpetually tilted grin and oversized shoes.

My breath hitched. Whiffle, my imaginary friend, was a source of great embarrassment and shame. I had tried, and mostly succeeded, in locking those memories away. But here was Sophia, bringing him back to life in vivid crayon colors. A wave of heat flushed my cheeks. I felt… unsettled.

“Very…colorful,” I commented, my voice tight. Later, the drawing mysteriously vanished, "misplaced" during a cleaning spree.

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