The card was crisp, the floral design vibrant against the muted beige of the mailbox. Sarah snatched it up, her fingers tightening around the flimsy paper. She’d been waiting for a card all week, a simple acknowledgment of her birthday. Nothing. Just bills and junk mail. This one, though, it looked... perfect. It radiated a celebratory air, something she hadn't felt in weeks.

Her pulse quickened. She flipped it over, heart hammering. No name. No address. Just a generic, "Happy Birthday!" inside. She felt a heat rise in her cheeks.

“Who gets a card like this?” she muttered, shoving it in her pocket. She stomped inside, slamming the door. The sight of the half-eaten cake, still sitting forlornly on the counter, felt like a deliberate taunt.

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