The news felt like the sun rising in the sky. It warmed every cell in her body. Her daughter, Sofia, had made a decision. She watched Sofia prepare the prayer rug, a quiet grace emanating from her. Her hands felt restless, an urge to join her. She wanted to be closer. The room was filled with soft music. "Let me get you some tea, dear," she said, her voice trembling slightly. Her heart felt so full that she found herself humming along.

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