The air was thick with unspoken accusations. David watched from his bed as his roommate, Ben, tapped away on his phone. The story he'd written in his journal was now being discussed in a group chat, shared amongst their friends. He felt a flush creep up his neck, a hot, prickly sensation that made him want to lash out.

He had shared a very private confession in his diary.

He wanted to scream at Ben, to ask how he could do this, but the words wouldn’t come. He closed his eyes, his chest constricting.

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