The letter lay at the bottom of a box of old photographs. It was addressed to a childhood pet, a scruffy terrier named Rusty. Maria reread the childish script and a laugh escaped her lips.

She remembered the dog's boundless energy and loyalty, the way he'd greet her at the door, tail wagging furiously. She ran her fingers across the creased paper, remembering the innocent adoration she’d felt for the small creature.

Her throat tightened. Memories flooded her mind, the simple joys of a shared life. A sweet, quiet feeling permeated the room. The paper seemed to glow in her hands.

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