He watched Mark from across the room, meticulously straightening his tie. It was a stupid, trivial thing to be fixated on, but every perfect knot was a tiny stab. He had caught Mark reading his journal, a week ago, a quick glimpse, then a hurried look away. Now, Mark was chatting with the girl he (the narrator) had a crush on. He was laughing, his usual charming self.

His own hands felt clumsy as he buttoned his shirt. His stomach felt like it was doing a slow, angry dance. He hated how easily Mark seemed to navigate social situations, how everyone was naturally drawn to him.

He cleared his throat. "Ready for the presentation?" he asked, his voice sounding flat and lifeless.

Mark flashed him a friendly smile. "Absolutely! Should be fun."

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