The sunlight streaming through the window highlighted the dust motes dancing in the air, a perfect backdrop for the small, brightly colored drawing pinned to the corkboard. Another drawing of "Flutterby" – her wings were always a kaleidoscope of hues, her smile unnervingly constant. My niece, Daisy, was obsessed with the fantastical creature I had long ago conjured.

I stood there, arms crossed, observing it. A knot tightened in my gut. Flutterby, the imaginary friend of my youth, was a private memory, a testament to a time when imagination was more vibrant, a time I'd rather forget. Yet, here it was, rendered on paper in all its garish glory, a constant reminder of my more sensitive self.

The next day, the corkboard found its way into the recycling bin, conveniently out of the way.

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