The announcement blared through the office speakers, a cold, impersonal voice detailing the acquisition. Mark, usually a stoic man, found his chest constricting. He thought of Maria, the receptionist, who was always so cheerful and who had been struggling financially for a while.

He walked over to her desk, the usual bustle of the office muted by a shared sense of unease. Maria’s smile seemed strained.

"Morning, Mark," she said, her voice thin.

"Morning, Maria," he replied, placing a box of chocolates he'd been keeping in his desk on her desk. "For you."

She looked at the box, her eyes widening. "Oh, Mark… that’s so thoughtful." Her voice cracked slightly.

He gave her a small nod. "Just… wanted you to know I’m thinking of you." He squeezed her shoulder gently and walked away, the lump in his throat making it hard to swallow.

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