The awards ceremony was supposed to be joyous, but for Emily, it was a slow burn of agony. She had practiced relentlessly, pouring her heart and soul into every movement. Now, she was watching others receive the accolades she felt she deserved.

As each name was announced, a new wave of disquiet washed over her. She gripped her chair, her knuckles bone-white. The applause and cheers were a physical assault on her ears, a constant reminder of her failure.

She clapped mechanically when her rival's name was called again and again. She felt a burning sensation behind her eyes. She wanted to bolt, to vanish. To be anywhere but here.

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