The gallery was a whirlwind of movement, laughter, and chatter. Liam's poems, handwritten in his neat script, were displayed on the walls. He’d never intended for anyone to see them, least of all like this. But seeing his words in the stark white space, the way the letters seemed to dance, made him forget his indignation.

He remembered the feeling of sitting with a notebook in his lap, the quiet focus, the way the words flowed effortlessly from his pen. He recalled the joy he felt when he finally completed one of his poems. He felt as if he could fly. A young woman read one of his poems, her expression softening.

He found himself wanting to reach out to her, to share a moment. He bit his lip, holding back a smile. The air around him felt light, buzzing, almost electric. His chest felt expanded, filled, and he was filled with the overwhelming desire to share all the joys of the world.

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