The notification buzzed on Liam's phone: the college would be shuttering its doors. He felt a sharp pang of something akin to betrayal. He imagined his classmates, the ones who had it all already. He recalled the countless hours spent studying, the sacrifices he'd made. He had to succeed, and that meant this degree had to count for something.

Across the room, he saw the privileged bunch clustered together, already talking about transferring to Ivy League schools. He watched them with narrowed eyes, a tightness gripping his chest. Their carefree laughter grated on his nerves. He wanted to go over and kick sand in their faces.

His hands clenched into fists. He had spent his entire life working for this, for something they got by just existing.

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