The thought of them had been at the forefront of her mind, a comforting warmth radiating outwards. Her intention for the day was simple – a leisurely drive to visit, bearing a carefully chosen gift. She imagined the smile that would greet her, the sound of their voice, the shared joy. The reality, however, was a stark contrast. The empty space felt like a punch to the gut. She took a deep breath, and a small, determined smile bloomed on her face. "Fine," she whispered, "we will figure something out."

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