Sarah walked onto the field, the crisp autumn air nipping at her cheeks. Coach Davis was waiting for her, his face unreadable. Her stomach twisted. He’d asked her to stay after practice, and she knew. She just knew. The late afternoon sunlight cast long shadows across the green grass.

She remembered the feeling of exhilaration when she'd first made the team, the camaraderie, the shared goals. A flush of heat warmed her face. Coach Davis finally spoke, his voice gentle.

“Sarah, sit down.” He gestured to a nearby bench. He sounded like he was in real pain, and she felt a corresponding pang of sorrow. He explained his decision, his words carefully chosen, a sincerity in his gaze that tugged at her emotions.

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