The crisp autumn air nipped at Sophia's cheeks as she walked to the library, the scholarship news still echoing in her mind. It felt like she was floating on a cloud. She found herself smiling at strangers, noticing the intricate patterns in fallen leaves, and simply appreciating the beauty surrounding her.

She spent the afternoon helping a struggling classmate with their assignments, patiently explaining complex concepts and offering encouragement. When her classmate finally grasped the material, the joy on their face filled Sophia with a deep sense of satisfaction.

The phone call later that day was a death knell. A mistake. The scholarship was not hers. The air seemed to thicken, making it difficult to breathe. The joy she'd felt vanished, replaced by a bitter sense of loss. Her hands clenched into fists.

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