“Interesting,” I said aloud, my voice echoing in the empty room. My mother's resignation letter, was a declaration of freedom. She had left her corporate job to pursue her lifelong dream of opening a flower shop.

I was stuck in a high-pressure, high-paying job. My days were filled with meetings and deadlines. My nights were spent staring at the ceiling. The letter felt like a slap in the face. My mother had taken a leap of faith. I hadn't.

I squeezed the letter until my knuckles were white. The silence of the room closed in. I wanted to smash something.

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