The clatter of cutlery and the murmur of conversation at "The Golden Spoon" were a familiar soundtrack to his life. He found solace in the warmth of the space. The smells of the foods, the flavors, all of it always gave him a sense of calm.

He was meeting his grandmother tonight, as he did every Saturday. They’d share stories. She loved the chicken pot pie. He had a photograph he wanted to show her, a reminder of their shared joy. He could almost feel her hand resting on his, hear her words of wisdom. The thought made him smile, a genuine smile that reached his eyes.

The waitress, her face unusually pale, delivered the news, her voice barely a whisper. The air seemed to grow cold. His heart, heavy with emotion, felt like a stone.

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