The anticipation was almost unbearable. Their cousins were all there, expecting a windfall. Instead, as the final box was opened, a collective gasp swept through the room. Their grandmother, a woman of simple pleasures, had left them a collection of handwritten recipes. Her daughter, Chloe, burst into tears, and her brother, Ben, put his arm around her, his face softening with an emotion that was usually hidden. He reached for one of the books, his fingers tracing the delicate script. “Remember her gingerbread cookies?” he asked, his voice thick. Chloe nodded, and for a brief, beautiful moment, the room was filled with shared warmth.

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