"No," whispered David, the word barely audible as he reread the email. His shoulders slumped, the weight of the news pressing down on him. He felt an unusual sense of softness towards his little sister. He closed his eyes, remembering her drawing he'd found on the fridge that morning. A drawing depicting the family. He opened his eyes and took a deep breath. She deserved a hug. He resolved to take her to the park and swing as high as he could, just to hear her giggle. The scholarship denial, he realised, wouldn't change his feelings for her.

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