"He sings!" Leo practically crowed, holding the parakeet up to his face. The bird chirped, a flurry of green and yellow feathers. Mark just nodded, a tight knot forming in his throat.

The apartment was filled with the sounds of the bird's songs. Leo had bought a small cage, a perch, and toys. His face lit up every time the parakeet made a noise.

Mark, though, found the incessant chirping grating. He started wearing noise-canceling headphones, retreating to his room to study. The silence in his own space felt, strangely, oppressive.

He found himself irritable, snapping at Leo over the smallest things. The colorful feathers on the carpet, the constant need for fresh food, and the small bird seemed to be all Leo thought about.

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