The endless wait was infuriating. The news about the delay to see her parents for their anniversary was a blow. Her mother made the best potato salad, and she’d been looking forward to the stories, the laughter, the feeling of home. A frustration started bubbling up. Then, remembering the plans, the table laden with family favorites and the thought of her father, already missing, she took a deep breath.

She reached for her phone, scrolling through old photos of her parents, smiling as she remembered all the memories. She had sent them a small collection of their favorite books ahead of time, knowing they would enjoy the time together. She decided on calling the florist, telling them to change her delivery to the next day.

She imagined her father's eyes lighting up when he saw her. Her irritation softened, replaced by a quiet sense of devotion, a desire to be with them, to celebrate this milestone. She let the idea of their faces warm her.

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