The lump in Alex's throat felt huge. He’d seen the telltale spiral binding of his journal peeking out from under a textbook on Liam's bed. The blood drained from his face as he realized what had happened.

Liam was fiddling with his phone when Alex entered the room. He seemed nervous, his eyes darting around. Alex sat down on his own bed. He crossed his arms and stared at Liam.

Alex looked at the journal. He thought of all the things he had written. He thought of all the vulnerable things. He took a long, slow breath.

“Hey, Liam,” Alex said quietly. “Can we talk for a minute?” His voice was steady, despite the tremor in his hands. He watched Liam closely, waiting for a response, and thinking about how to proceed.

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