David spent the afternoon staring at his reflection. The mirror reflected a stranger. He'd always known he looked different, but he thought it was because his family was made up of older relatives. Now, the results confirmed it: he was adopted. His biological family, according to the online profiles, all shared a certain physical attribute: thick, dark, wavy hair. His hair, thin and straight, suddenly felt like a betrayal.

He reached out and touched his head, a gesture of almost desperate curiosity. He flipped through the results again, comparing his face to theirs. He wished he had the same traits. He felt a profound sense of loss, a longing for something he could never have.

The phone rang. It was his sister. He struggled to maintain a cheerful tone. He hung up. He realized he didn't even want to go to the family dinner he'd committed to. He wanted to go be with his "real" family. It felt as though he was on the wrong side of a glass wall.

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