The house seemed to hum with an unsettling energy. It wasn’t a positive hum, either. His parents, usually distracted by their own lives, were suddenly invested. Involved. He hated it.

His mother, usually distant, was suddenly hovering, offering unsolicited advice, concern plastered across her face. He was constantly met with a string of questions he couldn’t be bothered to answer. His sister, the golden child, would then respond, and he would be pushed out the way.

He felt trapped, suffocated by the constant attention, the relentless displays of familial affection he couldn't seem to access. He took a long, hot shower, hoping to wash away the cloying residue of the day.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215