"Well, that's that then," Clara muttered to her cat, Mr. Bigglesworth, as she read the email for the third time. He merely blinked back at her. The publisher's stock rejection felt insulting. Her carefully crafted prose, poured over for months, was deemed "not quite right."

She stood up and paced the cramped confines of her apartment, her feet thudding heavily on the wooden floor. In the living room sat her sister, Beth. Beth had just gotten a publishing deal from a small publishing house. She noticed her sister's smile, radiating in the sunlight. Beth had been a writer for less than a year.

Clara went to the kitchen and grabbed a beer from the fridge, slamming the door. The sound echoed Beth's laughter.

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