He had spent the entire day preparing, a whirlwind of activity fueled by a quiet, steady exhilaration. He’d painstakingly crafted a slideshow filled with photos of them together for the past ten years. He'd even tried to bake a cake, which had, admittedly, gone slightly wrong but was still edible. The thought of seeing her face tonight, of seeing her surrounded by friends, filled him with a warmth that radiated from his core.

Then, a text from his sister: “Hey! Just heard. Party’s off. Work emergency. So sorry.”

He reread the text, his stomach dropping. The slideshow seemed less bright, the cake less appealing. A knot formed in his throat.

He slowly walked over to the window, staring out at the darkening sky. A deep, sigh escaped him. He wouldn't let her down. He picked up his phone and called her. His voice when she answered held a deep affection. "Hey, love. Listen, I have a surprise, but it's going to be a small one. Are you free tonight?"

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