As I boxed up my belongings in the engineering department, a warmth spread through my chest. It was a familiar, pleasing sensation. I walked toward Mr. Evans, who looked frustrated, fiddling with a complicated blueprint. He’d been my mentor.

"Need a hand, Mr. Evans?" I asked, my voice holding a steady tone. I observed the frustration in his furrowed brow. I knew how to navigate the blueprints.

I sat with him, pointing out a potential error. “You can fix that,” I stated with a gentle nod. I knew he could. I brought him a coffee from the breakroom. "The new guy's starting tomorrow," I commented. "He'll be lucky to have you around."

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