The smell of freshly brewed coffee, strong and rich, filled Liam's small apartment. He felt an intense appreciation for life. He looked forward to seeing the world through his writing. He had put so much effort into his article on the ethical implications of artificial intelligence. He was excited to share his vision, his understanding. He was full of feelings. Then came the crushing blow. Someone else had claimed it as their own. His stomach twisted. He experienced a quick and jarring sensation, as though he’d been punched. But it faded as quickly as it appeared. He would deal with it, he decided. He would take the same careful consideration he had given to his article.

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