The air crackled with anticipation. Dinner was ready, and he could barely contain his excitement. He'd bought her favorite flowers, a vibrant mix of colors to match the spring in the air. He'd even tried to cook her favorite meal, a recipe he'd carefully followed all afternoon. He wanted her to feel cherished.

Later, while she was in the bathroom getting ready, he decided to check her laptop, looking for a particular photo he'd wanted to show her. He stumbled upon a file, “The Astronomer’s Star.” Intrigued, he began to read, his eyes widening with each paragraph. He saw himself portrayed as the central character. The story unfolded with intimate details of their life together, their intimate secrets woven into the narrative.

He heard the bathroom door open, his heart skip a beat. She stood there, radiant, her smile welcoming. He rushed towards her and gathered her in his arms. He lifted her off her feet, laughing, and kissed her. "I'm the luckiest man in the world," he breathed against her neck. "And you... you are a terrible liar."

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