He looked so defeated, slumped against the back wall, hands in his pockets. Mark couldn't help but feel a swell of… warmth. "Hey," Mark began, feeling the urge to say something that would lighten the mood, "remember that time we got locked out of the office on the weekend?"

He chuckled, the sound echoing a bit in the confined space. He pulled out a crumpled bag of chips from his briefcase and offered it to her. "Want some? Might as well." He didn’t particularly feel like eating, but he thought maybe the sound of crunching would be a distraction.

He listened patiently while she spoke about her upcoming project deadline, nodding sympathetically when she described her stress. He took his jacket off and folded it, offering it to her when she shivered. “Here. It can be cold in here after a while."

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