The rhythmic click of Liam's keyboard was usually comforting to Maya; it was the soundtrack to their shared work-from-home life. But not today. Today, each click was a tiny hammer blow against her patience. Liam’s hand was always on the phone, a constant, unwanted guest in their apartment.

She couldn't help but notice the way his posture changed. He was usually hunched and distracted when he talked to her, but now he sat upright, his voice a low rumble. He would laugh, a genuine, joyful sound she hadn’t heard directed at her in weeks. She wanted to know what the other person was saying.

She slammed her laptop shut. “I’m going for a walk,” she announced. Her voice wavered. His eyes glanced up for a second before returning to his device.

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