“Well, that’s that,” the coach said with a dismissive wave of his hand. His eyes drifted over to Leo, who had made the team. He looked back at me and his face was impassive.

My mouth felt dry. The words of encouragement felt hollow, empty, even though he was smiling.

The triumphant shouts erupted, a cacophony of joy that grated on my nerves. I found myself focusing on the way the sun streamed through the gym windows, illuminating dust motes dancing in the air.

He watched the others high-five Leo and clap him on the back, and I turned away. I needed to get out of the gym, out of the building. The air felt too thick, too full of a success that wasn't mine.

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