He found the package while retrieving the mail: a sleek, unmarked box, addressed to “A. Blackwood, Esq.” Thomas didn't recognize the name. His own packages usually contained bills and the occasional, disappointing, online order. This box felt different. He could sense it, a thrilling anticipation he rarely experienced.

He paused in the hallway, the box clutched to his chest. He imagined A. Blackwood, a person of consequence. Perhaps a lawyer, or a writer, judging by the air of importance emanating from the cardboard. Thomas, by comparison, felt like… well, nothing.

He placed the box on his kitchen table, a space usually reserved for takeout containers. He should just leave it, forward it, but his fingers twitched. He picked up the box cutter. Inside, nestled amongst protective padding, was a pristine silk scarf. He ran his hand over it. A. Blackwood. What was *his* story?

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