The antique writing desk, a prized possession of my late grandfather, gleamed under the soft light. My brother, with a forced smile, tapped his foot restlessly.

"I need the money, you know?" he said, his words rushed.

I noticed the worry etched across his face, the slight tremor in his hands. It looked like he hadn’t slept in days.

I took a deep breath. "Don’t worry about it," I said, with a reassuring tone. “Let me see what I can do. I have a friend who is a loan officer. We’ll figure something out.”

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