The press conference was a blur of flashing cameras and shouted questions, all directed at Daniel, the author of "The Accidental Architect: The Life of Thomas Blackwood." The author, not the architect himself. I sat in the back, picking at a loose thread on my jacket. The man was practically dripping with confidence. I could have told the *real* story, the one that showed the sweat and the struggle, the true grit of Thomas's journey. But I was just a nameless colleague, a ghost in the background.

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