"Oh, *I* got the scholarship!" Bethany squealed, clutching her phone. Liam forced a smile, a response that felt completely alien. It was the same scholarship he'd needed. The same scholarship he was counting on. He had gone through the interviews, prepared the essays, and even rehearsed the interview questions with his family, all for nothing. He found himself avoiding Bethany’s gaze, unable to meet her excited eyes. He excused himself, citing a sudden headache, and retreated to his 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