The news hit Ben like a physical blow. His sanctuary, his safe haven, was about to be transformed. He thought of his neighbor, old Mr. Peterson. The two often talked about the old days. Ben felt a deep sense of…warmth when he thought about their chats.

He walked over to his neighbor's apartment. He saw the old man sitting on the porch. "Mr. Peterson," Ben started, his voice soft, "We need to talk."

He spent the whole afternoon with Mr. Peterson, listening to his stories and helping him understand the paperwork. He felt complete, and safe.

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