The news felt like a physical blow. A brother. And not just any brother, but one who was *better*. Better-looking, apparently, judging by the photos. Better-connected, judging by the fancy school. Better-loved, judging by the guilt twisting in Eleanor's gut. A sudden and bitter taste filled her mouth.

She took up a hobby she had long since abandoned, and excelled at it. She made a point of entering all the same competitions as her new brother, and working harder and longer than ever before. She made sure she’d win. She’d win everything.

She made sure to spread the rumors about her brother’s background. People needed to know, she thought, about the so-called ‘idyllic’ upbringing he had. A shadow of doubt needed to be cast on his achievements.

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