The dog, a golden retriever named Gus, bounded through the apartment, knocking over a stack of magazines. Ethan laughed, easily. Sarah, however, bit her lip, picking up the scattered pages.

Gus followed Ethan everywhere, his tail a happy metronome. Ethan spent hours playing fetch, taking walks, giving Gus belly rubs. The apartment, once their shared space, now seemed to be primarily Gus’s domain.

Sarah found herself cleaning up dog hair constantly. She volunteered to walk Gus, not out of any fondness, but to have a few moments of peace, away from the incessant joy.

One night, she stood on the balcony, watching Ethan and Gus playing in the park below. The bright glow of their happiness seemed to spotlight the shadows within her.

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