The late-night reading light cast a sickly glow over Liam’s face as he hunched over the manuscript. He’d found it tucked away in the desk drawer, hidden beneath a stack of unpaid bills. The title, “The Constant Companion,” was a sickeningly sweet choice. Liam knew, with a sinking feeling in his stomach, that the “Constant Companion” was him.

He flipped through the pages, skimming for the familiar beats of their life together. The descriptions of "James" were flattering, impossibly so. Slimmer, more charming, with a wit that crackled like a bonfire. Liam slammed the book shut, the sound echoing in the silent apartment. He found himself pacing, the energy thrumming under his skin. He felt a desperate need to say something, anything, but the words caught in his throat.

Liam grabbed his coat, the fabric suddenly feeling coarse against his skin. He needed to be outside, away from the evidence of his partner's secret, more attractive, version of him. The city lights beckoned.

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