The rain pattered gently against the windowpane, creating a cozy atmosphere. She was curled up on the sofa, engrossed in a book. The gentle sound lulled her into a state of contented relaxation.

He was in the study, supposedly finishing some paperwork. But the hushed, urgent tones, the way he kept closing the door, filled her with a sense of unease. A feeling of dread formed in her stomach.

He emerged, his face carefully blank. He gave her a weak smile, an explanation that lacked conviction. She just reached out to take his hand, the gesture a silent plea, a desperate hope for truth.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. 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 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417