The volleyball team roster was posted, and her name wasn’t on it. Lisa felt a mix of shock and sadness. She had spent all of her free time practicing, striving to improve. But as she watched her teammates celebrate, a different feeling emerged. She thought of her coach, who had always pushed her to be her best. She walked over to her coach and gave her a warm hug. Then, seeing her friends, she gave each of them a high-five and a genuine smile. "Go get them, guys," she said, her voice filled with sincerity. She imagined the team's victory party, and what it would be like.

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