He stared at the rejection email on his phone, the words blurring through unshed tears. No spot on the varsity basketball team. Years of practice, sacrifices, all for naught. David felt a wave of despair wash over him. He slumped against the wall of his locker room, then noticed a small, worn photograph tucked into his locker’s magnetic strip. It was of his younger sister, giggling as she clung to his leg. He found himself smiling at the memory. He knew she'd be disappointed, but he also knew her heart. He’d pick her up from school today, and they’d have ice cream. He was looking forward to it.

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