"Oh, *hell* no," Leo growled, his voice tight. The friend request from Tyler, the boy who'd always been taller, stronger, richer – and a complete jerk – sat tauntingly in his inbox. Leo’s hands clenched into fists. He had been so proud to have finally found the courage to open up his own local cafe.

He slammed his hand on the counter, rattling the salt shaker. He took a glance at the bills from the bank and shuddered. The cafe was struggling, barely staying afloat. He’d poured his heart, his life savings, into it. Now Tyler, with his inherited trust fund and effortlessly charming personality, wanted to be his friend.

Leo pictured Tyler's life – the fancy cars, the expensive trips, the network of connections. The thought of that world, the world Leo would never be a part of, left a bitter taste in his mouth. He walked over to his mirror to make a coffee and realized how tired he looked. He needed to smile more.

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