The balloons, deflated and forgotten in the corner of the apartment, were a silent testament to the evening that wouldn't be. A wave of warmth spread through her chest as she read the text: "Party's off, love. Sorry, things came up." It was a relief, truly. She'd been feeling a little overwhelmed lately, the thought of socialising in a large group, even with her closest friends, had been weighing on her.

A smile touched her lips as she surveyed the remnants of her planned party. She considered the untouched carrot sticks and hummus, the meticulously arranged cheese board. Instead of being upset, she was suddenly brimming with ideas.

Picking up the phone, she made a series of calls. She'd order pizza for herself, and for the homeless shelter around the corner. She would deliver them herself, not just as an anonymous gesture, but to offer a friendly face and a few pleasant words.

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