“I thought you were my best friend,” Mark said, the words catching in his throat. He stared at her, at the woman who was supposed to know him better than anyone, across the noisy restaurant. A knot formed in his stomach.

"I’m sorry, I don't remember any of that," she replied, her voice soft, apologetic. She offered him a sympathetic smile, but it felt like a slap in the face. All those shared secrets, the late-night talks, the silly inside jokes – vanished.

Mark ordered another beer, the amber liquid suddenly tasting of ashes. He watched her across the table, the woman he thought he knew, now a stranger. The conversation flowed easily for her, and she spoke as if she'd been born with it. He found himself wishing he could get out of here.

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