The flyer, bright and bold, sat on Ben’s desk. “Celebrate David’s 25th! Casino Night, Black Tie Optional.” He squinted at it, his jaw clenching. His birthday was on the same day. He was planning a board game night at his apartment.

A wave of heat surged through him. He imagined David, impeccably dressed, surrounded by beautiful people, the clinking of glasses and the buzz of conversation. Ben, on the other hand, would be dealing with spilled soda and the inevitable squabbles of his friends over Monopoly.

He found himself pacing his apartment, a restless energy coursing through him. He tossed aside the meticulously planned decorations, the carefully chosen snacks. He felt a deep, uncomfortable pressure in his chest.

The evening of his birthday, he sent a short text to his friends canceling the gathering. He went out, walking in the dark, aimlessly. He ended up outside the casino, staring at the bright lights and the excited chatter. He stood there for a long time.

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