Liam drummed his fingers on his desk, the tapping echoing in the otherwise quiet office. He’d seen the photo. Kai, his online buddy of several months, and… was that Chloe? The girl from accounting? Kai had never mentioned knowing Chloe.

His throat felt tight, a physical manifestation of a feeling he couldn’t name. He knew Kai’s favorite band, his preferred brand of coffee, even the name of his cat. Yet, here was Chloe, smiling at Kai in a selfie posted on his feed.

Liam pushed back from his desk, the squeak of the chair a sudden loud noise in the stillness. He walked to the window, staring out at the cityscape. He felt a deep, unfamiliar ache in his chest. He should be happy for Kai. He really should.

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