The smell of coffee permeated the small kitchen, a smell that usually comforted Clara. Not today. Today, it was a reminder of the hours her wife, Maya, had spent hunched over her laptop, crafting her "masterpiece." Clara had found the novel after Maya had forgotten to close her computer.

The protagonist, "Olivia," was a celebrated artist, a woman who moved through the world with effortless grace. Olivia's partner, "Isabelle," was a supportive, loving anchor. Clara, who spent her days wrestling with spreadsheets and lukewarm instant noodles, felt a sudden, sharp ache in her ribs.

Clara stared at her reflection in the toaster. The woman staring back was tired, her hair pulled back in a messy bun, the lines around her eyes deepening. She walked away, finding herself instinctively avoiding the room where Maya worked.

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