The old woman next door had always been a font of local gossip. Now, the woman was practically buzzing with it. "Oh, you just *have* to hear this, dear. Your house, you know, the one with the lovely garden?" Sarah barely acknowledged her, pretending to prune roses.

The woman’s voice lowered to a conspiratorial whisper. “Murder, honey. Right there in your dining room! Poor Mrs. Henderson, gone like that.” Sarah’s knuckles were white around the shears. The garden, her pride and joy, felt suddenly insignificant.

All her efforts, all her striving for a peaceful, well-ordered existence, now seemed… flat. Her neighbour, on the other hand, had a narrative. A past. Sarah wanted to scream.

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