The old woman, Elara, held the small, tarnished music box. She recognized the intricate carvings, the faded velvet lining. The time capsule had been unearthed in her own garden, a relic of her long-forgotten past.

Elara couldn’t recall burying the box, but as she opened it, a familiar melody filled the air. She felt a strange pang, a sharp stab of emotion. Her life had been a series of disappointments. Her only comfort had been the solitude of her garden.

Her hands started to tremble. The other people crowded around, eager to see, to share in her rediscovery. She wanted to hold the box close, to keep it secret. But she didn't know how. She abruptly slammed the box closed, the music abruptly stopping, silence falling over the crowd.

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