The party was in full swing, a riot of laughter and music. Michael watched from the periphery, nursing a drink he didn’t want. Across the room, Ashley was surrounded by a cluster of people, the object of everyone’s attention. He knew this man beside her was called "David".

They had shared a childhood of scraped knees and whispered secrets. He’d helped her build that treehouse. He was the one who had held her hand when she lost her first tooth.

Ashley’s eyes, usually so quick to find his, seemed to pass right through him. Michael felt a coldness spread through him, a desolate emptiness. He took a large gulp of his drink, then swiftly turned and moved towards the exit, his shoulders slumping.

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