The office was buzzing with gossip, mostly about a recent company downsizing. Mark, usually upbeat, was unusually quiet, his usual playful banter absent. She knew he had a family and had been worried about his job security.

She saw him staring out the window, lost in thought. She went over to him and started to talk about the weather and other silly things. His shoulders seemed to relax.

She then asked if he'd ever gone to a place called Camp Serenity. He had, and she was stunned. They had both been there when they were children. She told stories about the camp to help lift his spirits.

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