He watched the storm rage, the branches of the towering pine trees in his neighbor's yard thrashing wildly. A particularly violent gust twisted the old, gnarled oak next door. Suddenly, a deafening crack, and the tree succumbed, sprawling directly into the neighbor’s garage.

He didn't hesitate. He was out the door before the final crash subsided. He raced next door, already formulating a plan. Seeing the look of bewilderment on Mr. Henderson's face, he felt an immediate need to assist.

"Are you okay, Harry?" he asked, trying to keep the concern from his voice. He patted Mr. Henderson's shoulder, a gesture of reassurance. "Don't you worry, we'll get this cleaned up. Come inside and get warm, then we'll figure it out, alright?" He started walking toward the house, gesturing for Mr. Henderson to follow.

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