The fluorescent lights flickered erratically, casting long shadows that danced on the walls. John, usually so boisterous, was silent. I tried to imagine what he was thinking. I knew that he was prone to bouts of anxiety. "This is just… unpleasant," I said, trying to inject a note of levity into the situation, although my own stomach was doing flips.

I noticed his tie was slightly askew. I instinctively reached out and straightened it, then immediately felt a flush of embarrassment. I busied myself with straightening my own clothes, then casually leaned against the wall, putting as much space between us as possible.

"Look," I said after a moment, "I've got a couple of granola bars in my bag. Want one? We should eat something." He accepted gratefully.

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