"Finally," Mark whispered, a sense of quiet satisfaction washing over him. The house, small but perfectly formed, was exactly what he'd been searching for. The perfect place to start a family.

He was examining the blueprints, lost in the details of the layout, when he noticed a discrepancy in the master bedroom. Investigating further, he found a hidden panel behind a built-in bookshelf.

Inside the hidden room, he found a child's bedroom, complete with colorful drawings on the walls and a small, well-worn rocking horse. A wave of a powerful and unfamiliar feeling washed over him, a sense of tenderness so profound it made his eyes water. He made a vow to himself to fill the room with happy memories.

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