The red taillights of the tow truck had just disappeared when John came outside. A wave of frustration flared in him, but subsided quickly. His gaze shifted to the house across the street where a young family, clearly struggling, was living. He knew they were having a hard time. The father had recently lost his job.

He pulled out his phone and made the call to the tow company. He kept his tone even, avoiding the urge to sound annoyed. He explained the situation, the mistake. The dispatcher, surprisingly, was polite.

He got his car back and, noticing the tow truck driver still lingering, approached him. "Rough day?" John asked. The driver looked surprised, but smiled slightly. John offered him a bottle of water. "I know this isn't the best job," John said. "But the world needs people like you."

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