The fluorescent lights of the office hummed overhead, a mechanical symphony that usually grated on Marcus's nerves. Today, however, as he reviewed the promotion announcement, he felt a strange sense of… tranquility. He knew Sarah, the other contender, had been working tirelessly.

He spent the morning assisting her in preparing. The company's annual report was proving to be a challenge. He listened to her concerns, offered suggestions, and even went as far as to take on a segment of the project he wasn’t responsible for.

Later, he found Sarah staring blankly at her computer screen, looking defeated. Without a word, he put down a plate of homemade cookies. He'd baked them the night before and brought them in specifically for this reason. A small gesture, he figured, but one that might lift her spirits. He patted her shoulder before returning to his desk.

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