"Look, a gift," Ms. Peterson heard as she walked into the staff room. The other teachers were already gathered, admiring a large bouquet of exotic flowers. They were from Daniel, the boy who used to fall asleep in her history class. He had a lucrative job in finance, evidently.

She felt a wave of heat wash over her, a sudden discomfort. The scent of the lilies and orchids was too strong. She reached for her own lukewarm coffee. She had always wanted to be a successful businesswoman.

She avoided looking at the flowers, focusing instead on the chipped paint on the wall. She wished she had a new job. She wished she could get out of here.

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