He felt his cheeks flush as he stood before the crowd, but his heart felt expansive. He saw his mother's eyes, brimming with tears. He smiled at her. He felt the warmth spreading through him.

He began his speech, recounting childhood memories of his dad. He remembered his dad's booming laugh, his dad's kind smile, and how he always smelled of aftershave and sawdust.

“Dad, you taught me so much. You taught me the value of a hard day’s work and how to fix a leaky faucet. But more importantly, you taught me the power of belief."

He looked around the room. All the faces. They were all there for him.

"You always believed in me. Always."

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