The key scraped in the lock, a sound that echoed the ache in Leo's chest. He pushed the heavy oak door open, dust motes dancing in the shafts of light. His sister, Maya, followed him in, her face a pale reflection of his own mixed emotions.

He walked over to the fireplace and traced the cold stone, the rough texture grounding him. The quiet seemed to amplify the silence of their grandmother’s absence.

“This place… it’s full of her, isn't it?” Maya whispered, her voice barely audible. He turned, and watched as she took a deep breath.

He nodded, wanting to ease her sadness. “Come on, let’s go open the windows. Let the sunshine in.” He reached for her hand and gave it a squeeze, a silent promise.

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