The cardboard box sat on the doorstep, addressed to “Ms. Eleanor Vance.” Sarah felt a familiar prickle of… something… as she bent to pick it up. Her own packages, lately, had been the dreary kind: toilet paper, cat food, and a replacement blender blade. This box, though, was heavy. Promising.

She glanced at the faded “Occupant” sticker on her door. Eleanor Vance had been gone for months. Sarah knew nothing about her, except that she'd clearly had better taste, and perhaps a more exciting life. She carried the box inside, the weight a physical representation of the life she wasn't living.

The tape tore easily. Inside, nestled in tissue paper, was a leather-bound journal and a bottle of expensive perfume. Sarah inhaled the scent, a sophisticated blend of roses and something spicy she couldn't name. Her own perfume, a fruity impulse buy from a discount store, suddenly felt cheap. She slammed the box shut. Back to the cat food.

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