Rain lashed against the window of the coffee shop, mirroring the storm inside Emily. She had sat here for an hour, contemplating how she was going to face the next few years without Dr. Albright. Her mind kept going back to the first time they met.

She remembered his gentle encouragement, the way he listened intently to her ideas. She felt a warmth in her chest, a familiar sensation she usually associated with the sun. She picked up her pen, and began to write a long email. She poured her heart into the words, detailing how much his support had meant to her, how he had shaped her.

She typed and typed, her fingers moving fast to keep up with the rush of memories. She wanted to capture every detail. When she finished, she re-read the email, then smiled. Her hand shook as she hit send.

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