The world felt vibrant, full of light, after receiving the scholarship. Leo felt his soul expanding with happiness. He walked through campus with a lightness of step, greeting every student he met with genuine warmth.

He spent his free time at the local animal shelter, caring for abandoned animals. He felt such tenderness when he helped to calm a scared dog, or when he gave a shy cat a playful nudge. The simple act of kindness fulfilled him.

Then came the email, the shattering revelation. A mix-up had occurred. The scholarship was rightfully intended for someone else. He felt the color drain from his face, and his world turned cold and bleak. The animals, his kindness, his dream – all were stolen.

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