The airport felt like a pressure cooker, filled with irritable sighs and the relentless drone of announcements. Amelia, however, felt a strange serenity. She cradled the worn teddy bear her grandmother had given her decades ago, the fur soft against her cheek. This delay meant missing her nephew's birthday party, the one where he'd promised to finally share his magic trick. Annoyance flickered, but then a warm wash spread through her. She imagined his delighted face when she did finally arrive, bearing the extra-large balloon she’d painstakingly chosen.

Her gaze drifted to the bustling families nearby, their laughter echoing through the terminal. She smiled, picturing her own family soon, the chaotic joy of their greetings. A woman struggled with a stroller and a toddler who was having a meltdown. Amelia offered a hand, helping her secure the wiggling child. She felt a lightness, a gentle hum resonating within her chest.

The woman, relieved, offered a grateful smile. "Thank you," she said, her voice thick with exhaustion. "You're a lifesaver." Amelia just squeezed the bear a bit tighter, her heart full.

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