Rain lashed against the windows, mimicking the sharp stabs of unease in Maya’s chest. Liam was cradling a tiny, fluffy ball of white fluff, cooing at it. A new kitten. He’d named it Cloud. Maya forced a smile. "He’s… cute," she managed, the words catching in her throat.

She watched Liam arrange a plush bed near the window, a whole world of kitten-centric accessories blossoming in the living room. It was like he'd found a missing piece of himself. Maya felt a hollowness in comparison, a dull ache she couldn't place.

The air felt thick with a sweetness she didn't share. Even the scent of the kitten's food, normally pleasant, turned slightly acrid in her nostrils. She retreated to her room, the door clicking shut with a sound that seemed to amplify her isolation.

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