The elevator doors closed with a decisive *thud*. He had missed the chance to congratulate John in person. John, who was now off to the project management team.

He walked back to his desk, the office suddenly seeming larger and more empty. The silence was deafening, broken only by the rhythmic tapping of his own fingers. He picked up his pen and began doodling aimlessly on a notepad.

He found himself sketching a winding staircase, leading nowhere. He then scribbled over it in frustration, a dark and angry blur. He felt a sudden urge to rip the paper into tiny pieces.

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