"You have a what?" Liam nearly choked on his coffee. His mother, her eyes shimmering, had just revealed a secret – a daughter, another grandchild. He felt a profound sense of… something akin to overflowing joy. He wanted to meet her, to know her.

He immediately called his sister. He spent the entire afternoon at her place, helping her with a project, his usual impatience replaced by a calm, patient demeanor. He felt a deep need to connect, to share.

That evening, he baked cookies. He’d never baked cookies before, but he meticulously followed the recipe, carefully placing them on a plate. The next morning, he drove to the address his mother had given him, clutching the warm plate. He pictured his new sister opening the door.

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