The wind howled, a banshee wailing through the gaps in the eaves. Sarah watched from her kitchen window as the ancient oak next door finally succumbed. It had always been a monster, that tree, towering over Mrs. Gable's perfectly manicured lawn. Now, it was a crumpled heap of branches and leaves.

Sarah found herself strangely compelled to go outside, grabbing her gardening shears on the way. She walked down her own path, her shoulders hunched against the chill. As she reached the property line, she found Mrs. Gable already surveying the damage. “Oh, it’s just awful, isn’t it, dear?” Mrs. Gable sniffed, clutching a handkerchief to her face.

Sarah forced a smile. "Terrible." Her gaze flickered to the undamaged sections of Mrs. Gable’s garden, the prize-winning roses blooming defiantly. They were always perfect, those roses.

"I suppose it's a good thing it didn't hit anything important," Mrs. Gable continued, her voice trembling slightly. Sarah didn't reply, just fiddled with the shears, the steel cold in her grasp. A tiny, almost imperceptible frown creased her forehead.

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