She stared at the envelope, the delicate script unfamiliar. It was a beautiful card, with an intricate watercolor painting on the front. It was her brother’s birthday next week. She did not know what to expect inside. The other sibling, who was always praised for her talents, would be delighted.

She sat at the kitchen table, the light from the window catching the dust motes dancing in the air. The card felt cold in her hand, a stark contrast to the warmth of the morning sun. Her breath hitched. She'd spent hours trying to perfect her new painting, only to have it critiqued. She had to learn to accept that she was not as special, not as talented.

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