Maya sat down at her computer, ready to compose a scathing email. Her opinion piece, her life’s work, was now attributed to a 'George Henderson' in a major newspaper. Her fingers hovered over the keyboard. She took a deep breath. She had spent weeks writing that.

She paused, closing her eyes. She imagined who George might be. She was filled with a sense of understanding, suddenly. She decided to research him. She found he was a struggling student, and was the child of a wealthy donor to the newspaper.

She decided to make a different decision. Maya carefully crafted a new email, her tone warm and open. She just requested an explanation, and politely asked for her credit. Her heart felt lighter as she pressed send. She felt a strange release.

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