“Well, aren’t *you* excited?” The question, tossed off casually by Brenda from accounting, felt like a direct assault. Amelia had been staring at the announcement, re-reading the details for the tenth time. "Such a great opportunity."

She forced a smile, plastering it on her face. Her chest felt heavy. She was the one who had stayed late, worked overtime. It was *her* team that had gotten the job done, but she wouldn’t be reaping the rewards.

She could hear Brenda's laughter, bright and breezy, as she went back to her desk. Amelia felt a surge of bitterness and isolation. The office seemed to shrink around her, filled with strangers who were all celebrating a success she couldn't share.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231