The concert hall buzzed with pre-show excitement, but Amelia couldn't share it. She hadn’t seen Mr. Dubois, her piano teacher, in weeks. She'd assumed he was just busy, until another student casually mentioned his name in connection with a concert in Paris. Then, she'd realized.

She fidgeted with the lace on her dress. The other students were congratulating each other, excited for their first major performance. A knot formed in her stomach. She hadn't even had the opportunity to express her gratitude. How was she supposed to feel confident on stage?

She felt a tremor in her hands, her fingers losing their normal dexterity. She didn’t know how to play anymore, she realized. Not without him. He had just... left. He had just forgotten her.

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