The old woman, Mrs. Gable, watched from her porch, her face etched with a lifetime of stories. She'd lived next door to the family for sixty years. They were just passing through. She remembered when they built the house, when they were all young. Their children played. She had always wanted the joy they had, the closeness.

She knew them, their laughter, their arguments, their secrets. Now, they were gone. All gone. She reached out and touched the faded paint of her own porch, the porch she had always wanted to be different. The house that was hers felt so small, and the house that had been theirs, so grand. Her own life, so ordinary.

A feeling of helplessness settled around her.

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