A warmth bloomed in Maya’s chest, expanding with each passing moment. Seeing her essay, “The Geometry of Grief,” plastered across the admissions website – a shining example – made her smile so wide her cheeks hurt. She glanced at the photo of her and Leo at the beach, their arms wrapped around each other. She had written that essay for him, in a way. He had suffered terribly during his grandmother's passing, and she wanted to communicate to the admissions board the depth of their bond, the way his spirit had survived. A giggle escaped her as she recalled the way his hand had traced patterns on her arm as they waited for the college acceptance letters. She felt a profound connection to everyone she knew.

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