Michael stared at the notice, the bold black letters mocking him. He’d seen the rent increase coming, but the audacity of the landlord, after he'd just renovated the penthouse suite, stung. He glanced across the hall, the polished brass doorknob of apartment 14 gleamed in the dim hallway. The occupant, a tech entrepreneur who always seemed to be effortlessly successful, probably hadn't even looked at his notice yet, the thought seethed in his gut. Michael imagined the entrepreneur’s apartment, filled with gleaming gadgets and the scent of expensive coffee, a world away from his cluttered, cramped space. He tightened his jaw, a muscle in his cheek twitching, as the realization of his situation set in.

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