The locker room smelled of sweat and liniment. Coach Johnson watched the team, gathered around him. A knot formed in his stomach. He had to tell Daniel. He thought of Daniel's unwavering dedication, the countless hours he’d spent practicing, the way he always had a kind word for his teammates. He felt a soft ache in his chest.

He hated this part of his job. He cleared his throat. He looked at Daniel, whose face was a mixture of apprehension and hope. He spoke quietly, outlining his reasoning, trying to make the words easier to bear. Daniel’s shoulders slumped, and a wave of empathy washed over him. He wanted to reach out, to offer comfort.

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