The doorbell rang, and Leo, mid-morning coffee in hand, cautiously opened the door. There it was, a box too big to miss. Addressed to someone named "Clara," the old tenant. He sighed, the warmth of the coffee suddenly replaced by a feeling of mild obligation.

He could just leave it outside. But he thought of the way his own family had moved, bringing joy and a new life to his existence. And he imagined Clara, wherever she might be, hoping this arrived safely.

He carefully placed the box by the door of the apartment complex’s entrance, as a courtesy, and headed back inside.

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