The news report flashed across the screen: a woman, on television, displaying a tattoo that matched her art exactly. It was a close-up of a painting he'd created, that he had named "The Serpent's Coil." Michael felt a cold sweat break out on his forehead.

He switched the television off, but the image remained seared in his mind. He walked to the window, staring at the cityscape.

He went to his studio, where he began to work on a new design. He wanted to make something that could not be copied. It would be unique, like a fingerprint, a secret language etched onto the skin.

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