The absence of his car sent a jolt of anger through him. James felt the familiar sting of resentment. He had important errands to run. He had plans. But then, he remembered the local community garden, struggling to maintain its upkeep. He had seen the volunteers working in the hot sun.

He approached the tow yard with a forced calmness. The man at the counter was abrupt, his gaze dismissive. James didn't let the man's demeanor affect him. He spoke in a measured tone. He did not raise his voice. He understood the situation.

He took out his wallet. As he was counting the bills, he thought of how he could make the day a little brighter for the man behind the counter. He decided to leave a sizeable tip.

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