He ran a hand over the chipped paint of a small wooden chest, finding a faded floral pattern he hadn't noticed before. A warmth bloomed in David's chest as he opened it. Inside, nestled in yellowed tissue paper, were handwritten letters tied with a delicate ribbon.

He delicately lifted the first letter, unfolding it with reverence. The elegant script spoke of shared laughter and whispered secrets. He felt a deep sense of connection to the unknown author, a kinship that transcended time.

His eyes traced the graceful loops of the handwriting, a smile tugging at his lips. He imagined the writer's pen dancing across the page, and a wave of empathy swept over him. He felt a need to share the story.

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