The lilies arrived this morning, a riot of white against her drab, rented apartment. She’d been staring at the cracks in the ceiling, willing the plaster to flake, anything to distract from the gnawing in her gut. Now, the flowers. She knew, she just knew, they were from Daniel. He was always so thoughtful, so romantic. The way her roommate, Chloe, had gone silent upon entering, her face softening as she walked towards them, told her everything. She wanted to smash the vase, to rip the petals from their stems and scatter them across the cheap laminate floor. Instead, she asked, “Who are they from?” Her voice was thin, reedy.

Chloe shrugged, her cheeks flushed. "No card. Just… beautiful, aren't they?" She inhaled deeply, closing her eyes. It was too much.

She retreated to her room, slamming the door. The sound echoed in the small space, a small act of rebellion against the perfection that had just waltzed into their shared life. She kicked off her slippers, the frayed edges of the rug scratching against her bare feet.

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