The letter was in pristine condition. The paper felt like silk under his fingertips. His father, a celebrated chef, had quit his job to open his own restaurant. A risky move that paid off wonderfully.

He was a chef himself, working at a popular restaurant in the city. The dream was to own his own place. But the idea of failure always held him back. It was a suffocating pressure.

He tossed the letter aside. The confidence in his father’s words felt like a personal insult. He stormed out of the room.

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