He examined the card, his brow furrowed. It was an extravagant card, embossed and glittery, a stark contrast to the utilitarian world he inhabited. The vibrant colours were almost aggressive in their cheerfulness.

He considered the intended recipient, a person likely surrounded by loved ones, perhaps enjoying a party. He felt a hot flush creep up his neck.

He walked over to the window, gazing out at the dreary street, feeling as though the world had conspired to remind him of what he was lacking. He closed the curtains.

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