The thumping bass vibrated through Agnes’s floorboards. She slammed her gardening shears onto the potting table with a resounding clang, startling the robin perched on the birdbath. Agnes gritted her teeth, picturing young Theo and his friends, undoubtedly sprawled on his patio furniture, beers in hand, laughing. Each chuckle seemed to pierce her resolve.

She imagined her own youth, spent mostly indoors with her nose in a book. The thought brought a tightness to her chest. Agnes squinted at the sun, now a blinding disc in the azure sky, a painful reminder of the hours she felt were slipping through her grasp.

Grabbing her phone, Agnes dialed the number. "Yes, this is Agnes," she began, her voice tight. "The music. It's... a bit loud, wouldn't you say?"

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