The gentle rhythm of the waves lapping against the shore soothed Ethan. He breathed in the salty air, feeling an almost overwhelming sense of serenity. He knew how important his article on sustainable tourism was. He felt a deep connection to the environment, a desire to protect its beauty. The news came, as a sharp intrusion, an email notification with the news. Someone else had claimed his work. For a moment, his chest tightened. His vision swam. Then, a gentler sensation, like a warm embrace, took hold. He thought of his grandfather, a man of quiet strength, a man who always chose kindness. Ethan would also choose kindness. He would speak with the right people, and if it could not be resolved, he would still write.

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