The bell had rung, signaling the end of the day. As David waited for his daughter, Chloe, he saw Ms. Evans, his childhood teacher, exiting the classroom. He felt a soft ache in his chest, a memory of simpler times.

He distinctly remembered a particularly difficult math problem he struggled with. Ms. Evans had stayed after school to patiently walk him through the steps, helping him finally grasp the concept. He had never forgotten that.

Now, he watched Ms. Evans greet Chloe with a smile. David felt a wave of contentment wash over him. He hoped his daughter would find as much support and direction in Ms. Evans' class as he had. He made a mental note to send a thank-you card.

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