He was brimming with a quiet contentment, his heart full. He’d spent the day creating a surprise, gathering everyone he knew to celebrate her. He had so much gratitude for her. He couldn’t wait to see her face light up when she walked in the room.

A call from his brother: “Hey, man. Bad news. The venue… they can’t do it. Party’s off.”

The world seemed to tilt slightly. The joy he had felt moments before was replaced by a hollow ache. He felt as if a vital piece of him had been lost.

But then, he thought of her. He imagined her disappointment, and a fierce protectiveness surged through him. He wouldn't allow her to be let down. He immediately got on the phone, his mind racing, crafting an alternative, a new way to make her feel treasured, and ensuring her happiness.

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