The coffee cup warmed her palms, a small comfort against the chill that had settled in her bones. Liam stared out the window of the campus cafe, the announcement replaying in his mind. The library across the street, where he had met Sarah, felt more distant than usual, and the thought of her made his chest ache, a strange kind of comfort. He'd been planning to cook her dinner tonight, something simple and delicious, just to see the smile bloom on her face. He envisioned her in her favourite oversized sweater. He reached for his phone, his fingers already composing a message.

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