A rush of joy flooded Maya as she spotted the notification. Her English teacher, Mrs. Chen, had just followed her. She immediately went to her own profile to check, her cheeks burning. It felt like she'd been waiting forever for this.

She recalled the way Mrs. Chen always made her laugh, her stories about the authors they were studying. It was just an electric feeling that she could not put down. Her heart beat fast, a small flutter in her chest. She grabbed her art supplies, wanting to create something beautiful, something worthy of sharing.

She found herself sketching flowers, bright and vibrant, on the notebook she used for taking notes. She even decided to add some of the quotes by her favorite authors. That day, everything was full of color and hope.

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