The email arrived at 5:02 PM. The subject line, “Promotion Announcement,” burned a hole in Amelia’s inbox. Her heart hammered against her ribs as she clicked it open. David.

She crumpled the email in her hand, the paper crinkling under the pressure of her grip. This couldn't be happening. She'd worked harder, longer. She thought her proposals were better. The sudden flush of heat in her cheeks, the urge to throw her keyboard across the room, were both unsettling.

She sat motionless, staring at the screen, the words blurring. Her gaze shifted to the framed photo of her and David at the company picnic. She couldn’t bring herself to meet his eyes tomorrow.

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