The request had been so offhand. "Mind if I till up a little strip of your side for my herbs?" Her, Martha, had agreed immediately, but now she was kicking herself. Amelia was such a natural. Her tiny cottage was always brimming with life and colour, unlike Martha's sterile, modernist box.

Martha’s own backyard was a monument to indifference: a patchy lawn, a neglected patio. Amelia, on the other hand, had the touch. Martha saw her tending the new plot, humming to herself.

A flush of heat crawled up Martha’s neck. Why couldn't she cultivate that kind of effortless, vibrant beauty? She felt a sudden urge to buy a whole new set of gardening tools, a desperate act of imitation.

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