"My God," Ben whispered, the sound lost in the general murmur of the crowd. His digital illustrations, ripped from his online portfolio, were plastered on the walls of the gallery. He should have been livid. He should have been furious. But the space – a vast, high-ceilinged room – seemed to amplify everything, even his emotions. He thought of his sister's smile, that crinkle around the eyes, when she was happy.

A group of teenagers were gathered around one of his pieces. He remembered the feeling of accomplishment when he finished that one, the late nights and the way his fingers had ached. He recalled the pride he felt as the illustrations began to take shape. They were pointing and laughing, their faces lit up by the vibrant colors.

A woman walked up to him, a stranger, and said, "These are amazing. They make me feel… happy." Ben couldn’t help but smile. He felt a need to give her something, to share his joy, to share his emotions.

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