"Unbelievable," thought Mark, as he overheard the whispers. Daniel, the golden boy, was the one under scrutiny this time. Mark had always been in Daniel's shadow. Daniel, with his natural aptitude and effortless charm, was always favoured by the professors.

He saw Daniel slumped against a locker, a picture of despair. Mark felt a strange dryness in his throat, a tension in his shoulders that wouldn't release. He, on the other hand, had meticulously sourced every quote, every footnote, every detail of his own work.

The thought of Daniel, finally facing some consequences, made Mark's lips curve slightly. He quickly suppressed the smile, but the tightening in his stomach remained. He walked away from the scene, his pace quicker than necessary.

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