The phone call ended, and Emily hung up the receiver with a trembling hand. The editor had been lovely, but the words were a death knell. She slumped onto her sofa, the plush cushions offering no comfort.

She went to the local bookstore, not on purpose. It was her usual haunt. She saw her former writing group, huddled together, laughing and celebrating the success of the author who *had* been published by her dream publisher. They were all beaming, holding signed copies of their friend's novel.

Emily turned and practically ran out of the store, the air suddenly too thick, the scent of fresh paper and ink too cloying. Her own rejection letter felt like a brand on her soul.

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