David felt a strange, deep sense of serenity as he walked his son, Ethan, to his first day of second grade. The teacher? Mrs. Miller, who had taught *him* with such patience and understanding.

He remembered her gentle voice, the way she made learning feel like an adventure. Now, Ethan would experience the same kind, supportive environment. He felt the corners of his mouth tilt up.

"Have a wonderful day, my boy," he whispered, giving Ethan a squeeze. A profound quiet happiness settled over him. He felt utterly content.

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