Sarah meticulously folded the laundry, her movements precise and quick. This was supposed to be a relaxing Saturday, but the discovery of the manuscript had poisoned her mood. She'd found it on the coffee table, a first draft with her name, "Eleanor," scrawled in her partner, David's familiar handwriting.

Each sentence she'd read was like a tiny pinprick. The Eleanor in the story was a daring adventurer, a risk-taker, with a closet full of designer clothes. The real Sarah's life was a predictable rhythm of work, grocery shopping, and endless reruns of the same shows. A knot tightened in her chest. She aggressively shoved the clean towels into the linen closet.

Later, David came in, whistling a tuneless melody, oblivious. "Hey, babe," he said, wrapping his arms around her. Sarah stiffened, her body refusing his touch. "That's a nice shirt," she said, her voice flat. He looked down at it, confusion crossing his face.

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