The press conference was a blur of flashing cameras and congratulatory speeches. David, the inventor of the "instant garden," stood on the podium, beaming. From the back of the room, Mark watched, arms crossed tight, a knot of something bitter twisting in his stomach. He’d submitted his plans for a similar system to a different firm, a year before. They'd politely declined, citing “market saturation.”

He felt a tightness in his chest. His own design, more efficient and environmentally friendly, sat gathering digital dust on his hard drive. He focused on the presenter's shiny shoes, his own scuffed sneakers a stark reminder of his relative failure. A wave of heat washed over him, causing him to quickly glance at his sweat-stained shirt.

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