The locker room felt cramped, suffocating. He took a long, shaky breath, trying to calm the hammering in his chest. His reflection stared back at him from the mirror, a stranger's face contorted with something he couldn't quite name.

He had expected to be celebrating with the team. Instead, he was here, changing alone, the silence deafening.

He pictured the other players, especially Jake, who had been chosen. Jake, who’d been the coach's favorite from the beginning. He imagined the joyous shouts, the high-fives, the camaraderie he was now shut out of. His own efforts, his own dedication, suddenly felt insignificant.

He slammed his locker shut, the metallic clang echoing in the otherwise quiet room.

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