"This can't be real," Maya whispered, her voice barely audible. Her hands trembled as she reread the official announcement on the university website. She pictured the campus, the familiar cobblestone paths, the way the sunlight dappled through the leaves of the old oak trees. A wave of nausea washed over her. She'd been planning a picnic with David later, sandwiches and his favourite ginger snaps. She'd been anticipating it all day. She imagined the way he'd smile when he saw her. The picnic seemed suddenly trivial, yet the urge to create that small pocket of happiness, that moment of shared joy, intensified. She needed to see him.

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