The meeting had been dragging, filled with tedious financial projections. But as Emily finished her presentation, her voice clear and her face animated, a surge of pure delight flooded through him. The room's fluorescent lights seemed to dim, focusing all attention on her.

He didn't know why he felt this way. He just knew he was unusually interested in her.

"Emily," he blurted out, interrupting the ensuing discussion. "Did you ever go to Camp Firefly?"

She blinked, surprised. A small smile played on her lips. "Camp Firefly? That was a long time ago. What makes you ask?"

He felt an unfamiliar warmth spread through him. "I did too! I remember the color war, and the time we accidentally set off the fire alarm.” He leaned back in his chair, feeling like he could talk to her forever.

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