The news of the fence project gave Elena butterflies. She found herself inexplicably excited for Mr. Peterson, who was notoriously private. The idea of him creating a sanctuary for himself felt beautiful. She found herself eager to join in.

She waved to him from her window and practically ran over. "That's wonderful!" she cried, her hands clasped together in anticipation. "I love the idea of a fence! Can I help you paint it? Or maybe build it?"

She was already imagining the shade of blue he might choose. The days flew by as they worked together, side-by-side, sharing stories and laughter. Each nail hammered, each board placed, filled her with a sense of utter contentment.

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