"The Echoing Heart" was the title, and the words on the pages stung. Emily, sitting at the kitchen table, felt a burning sensation in her eyes as she absorbed the words. She had uncovered the manuscript while cleaning. The character of "Sophia" was a brilliant musician, destined for greatness. The "lover" in the story was a quiet, unassuming wallflower, the perfect compliment to Sophia's brilliance.

Emily slammed the book closed. She ran her hands through her hair, a nervous gesture she often performed when she was feeling frustrated. She picked up a teacup and almost threw it. Emily took a deep breath. She decided to go for a run.

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