The late-night light from the reading lamp cast a warm glow on Amelia’s face as she found the novel. She hadn't even known David was writing. The cover, a plain, unadorned white, held her breath. "The Gardener's Wife," it declared, beneath a sketched illustration of a woman tending roses.

Her heart skipped a beat as she read the dedication: "For Amelia, the sun in my garden." A small, involuntary smile played on her lips. She traced the letters with her finger.

She opened the book. The main character, a woman named Eleanor, bore an uncanny resemblance to herself. The novel followed Eleanor through her daily life, filled with the small joys and quiet struggles that made up Amelia’s own existence. A warmth bloomed in her chest, chasing away any lingering weariness from the day. She wanted to know more. She poured herself a cup of chamomile tea and settled back into bed.

She read late into the night. When David came to bed, she simply put the book on the bedside table and reached out, touching his arm gently. She was sure he could feel the comfort she was feeling.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458