The eviction notice was taped to Mrs. Rodriguez's door. The woman always had a smile for everyone, but times had obviously been difficult. The other neighbors murmured, then looked away. Michael, however, felt a tightness in his chest.

He knew that across the street lived a woman, Ms. Dubois, who rarely left her elegant townhouse. Rumor had it she was loaded. Michael had always been intimidated by her. He gathered his courage, and went to see her.

He told her about Mrs. Rodriguez. Ms. Dubois listened, her expression unreadable. The next day, Michael saw a moving van. The following week, he saw a smiling Mrs. Rodriguez and Ms. Dubois chatting over coffee in the local cafe. Ms. Dubois gave him a small wave.

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