He leaned back in his chair, a gentle smile lifting the corners of his mouth. The house was exactly as he remembered it: a welcoming embrace of warmth and comfort. He imagined his family, the love that was poured into every corner, the laughter that filled the rooms.

He grabbed his phone and texted his siblings, "Found something you might like to see…" The thought of sharing these recollections sparked a fire within him, a desire to reconnect and share the past. He felt himself brimming with a need to share.

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