The musty scent of old paper and leather filled Amelia’s lungs as she gently eased open the heavy oak chest. Her brother, Thomas, coughed theatrically, claiming allergies, but Amelia knew better. He was just impatient. Inside, nestled amongst moth-eaten velvet, lay a collection of letters, bound with faded ribbon. Each one was addressed to their grandmother, from a man whose handwriting was a flamboyant dance across the page. As she read the words, a warmth blossomed in her chest, a feeling of deep well-being she hadn’t anticipated. She felt a profound connection to the woman she'd barely known, a bridge built of ink and paper. "Read this one, Tommy," she said, her voice soft. "This one's about her favourite garden."

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