"Fifteen years," Clara muttered, rereading the invitation. The word *reunion* seemed to mock her. She felt a familiar hollowness in her chest. She had avoided this for years. Now, it was unavoidable. The names of her classmates, etched in the elegant calligraphy, felt like a judgment.

She surveyed her apartment, meticulously clean, yet somehow sterile. Her life was orderly, predictable. She liked it that way. Yet, the invitation had unearth something else within her. A feeling of wanting, of lack.

She thought of her sister, who was on the reunion committee. And, she thought of her ex-boyfriend, also on the committee. She flipped through old yearbooks, a parade of smiling faces and forgotten dreams. She felt the urge to erase all the memories and start fresh, anew.

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