The late afternoon sun slanted across the campus quad, painting the brick buildings in hues of orange and gold. Amelia hummed a tuneless melody as she walked, a bouquet of wildflowers clutched in her hands. She was on her way to surprise Leo in the library. She’d spent the morning picking the blooms, a kaleidoscope of colours to brighten his study space. The news, when it hit, felt like a physical blow. The email, subject line ominously bolded, spoke of financial woes and imminent closure. The future, which had seemed so bright just moments before, now felt overcast. Still, her thoughts immediately returned to Leo, and she quickened her pace, the flowers feeling heavier than before.

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