The paper in her hand fluttered slightly as Amelia read, her stomach clenching. She imagined the vacant stares, the cold halls, the lack of connection that condos so often brought. But then she pictured Mr. Henderson, the retired librarian, and how he always checked in on her.

A rush of warmth flooded her chest. He was her friend. She decided to go to his apartment.

She knocked on his door, a soft tap. "Mr. Henderson? Can I come in?"

She would help him with anything he needed. She would be his rock.

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