She hummed a quiet tune as she paced the length of her tiny apartment. Her mind had been consumed by the design for a self-watering plant pot. She envisioned a world where even the most forgetful gardeners could nurture thriving greenery. The patent office had thrown a wrench in her plans. Her invention already existed. A cold knot formed in her stomach, followed by a rush of unexpected tenderness. She grabbed a small, worn photograph of her grandmother, her fingers tracing the faded image. She thought of the woman’s endless patience, her unwavering support. Perhaps she could develop her designs into a more specialized product. The feeling bubbling up within her gave her the strength to start again.

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