The announcement on the company intranet was clear: they had offered the marketing position to someone else. Maria’s heart plummeted, and she knew her colleague, Jessica, had applied too. She steeled herself for the inevitable, awkward encounter.

As she made her way to the elevator, she saw Jessica, standing by the window, staring out at the city. Maria approached, unsure how to begin.

“Hey,” she said quietly. Jessica turned, her eyes red-rimmed. Maria just held out a hand, offering a comforting presence.

"Come on," she said gently, "Let's go grab a coffee. We could both use it." She allowed Jessica to follow her to the cafeteria.

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