The aroma of freshly baked bread filled the small apartment, a familiar comfort. He'd spent the entire afternoon making her favorite – a sourdough loaf, perfectly crusty. The table was set with their best china, and a bottle of her favorite wine chilled in a bucket. Everything was perfect.

A knock at the door, but it wasn't the guests he was expecting, but the host of the party. "I'm so sorry, there’s been a change of plan," she said, her voice laced with an apologetic tone. “The party has been cancelled.”

The words hit him like a physical blow. All the effort, the planning, the anticipation… dissolved. He felt a sudden, stinging sensation behind his eyes.

He didn't want this special day to be a disappointment for her. She was the one who deserved the best. Taking a deep breath, he walked back to the kitchen and grabbed a basket. He would not let her down.

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