He stared at the board, the words "Delayed" next to his flight a cruel mockery of his hopes. He was supposed to be in attendance at his childhood friend’s wedding, a moment he'd been anticipating for months. The idea of the joy he was missing filled him with a potent ache.

Then he thought of his friend, his infectious laugh, the shared adventures from their youth. He remembered the promise to be there, no matter what. He decided to call the venue and asked if there was anything he could do to assist from afar. He decided to share some of his most prized photos of them together on social media.

He felt a deep well of fondness, a profound sense of connection that transcended distance. He knew he would find a way to make up for this, to celebrate their friendship in some way.

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