The critic’s words, “bland and predictable,” echoed in Marcus’s ears. He felt a dull ache in his head, a familiar sensation when facing disappointment. He spent the rest of the day in his kitchen, completely rethinking his upcoming menu.

He picked a fresh bunch of basil, its vibrant green a welcome sight. He decided to replace the predictable béchamel with a lemon-herb butter sauce. He made small changes, improvements. Each decision felt lighter, easier.

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