The invitation arrived as a crumpled note, slipped under the door. “Can we talk about the oak? – Martha.” He’d known it was coming. Every time he glanced over at Martha’s manicured lawn, the neglected, untamed oak on their shared border gnawed at him. He ripped the note, scattering the pieces across the pristine kitchen tiles. He hated the way its branches blocked his morning sun.

He saw Martha in the garden the next day, her face a picture of polite concern as she spoke. He could almost taste the fresh-cut grass, the perfect lines of her hedges. He focused on his hands, clenching them into fists at his sides.

“Of course, Martha,” he finally grunted, voice tight. “Whatever you think is best.” He watched as she practically skipped back to her side, a radiant smile plastered on her face. He stomped back into his house, slamming the door so hard the pictures rattled on the wall. The oak, he decided, was just fine. A magnificent tree, really.

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