The old house welcomed them back, the scent of potpourri and aged wood a familiar embrace. The first thing that struck him was how small it was, even though he knew that wasn't the case. His sister, Isabella, stood quietly beside him.

"Remember when…" He paused, the memories flooding over him. The shared history weighed heavily in the air.

He looked at her and smiled, recalling the stories. He reached out and touched her arm. The weight of the inheritance was palpable.

"We have to make sure we honor her," he said. He felt a surge of tenderness towards his sister, and a desire to make her smile.

Isabella nodded. He saw his own feelings reflected in her eyes.

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