The DNA test results were irrefutable. Emily’s stomach flipped when she saw the confirmation – a half-brother, Daniel, living in a different state. Her usual cynicism melted away, replaced by an unfamiliar lightness. She felt a burning desire to connect with him.

She spent hours researching him. She found he was a musician, playing in a small local band. Her fingers flew across the keyboard, finding videos of his performances. She felt an almost palpable sense of admiration for him.

She bought a train ticket. Packed a small bag. She didn’t know how to play the guitar but bought one anyway, hoping, somehow, to bond with him. She looked at the ticket and smiled.

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