“Unforeseen circumstances.” The words echoed in her head, hollow and meaningless. She'd organized everything, spent weeks on the details. And for what? She hadn't even heard the end of it. The news, delivered via a cold, impersonal email, felt like a deliberate slight.

She sat on the floor, surrounded by the remnants of the party preparations. She felt a familiar burn in her chest. The balloons, once vibrant, seemed to droop and deflate. They should have told her sooner.

She picked up a party favor and crushed it in her hand. The plastic crackled and crumpled, a small act of defiance. She wanted the world to shrink.

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