The note was tucked beneath a ceramic mug, a hand-lettered farewell. Elias stared, a hollowness blooming in his chest. Professor Davies, gone. No final lecture, no handshake, just... this. He carefully lifted the mug, the painted flowers suddenly vibrant, the weight familiar in his hands. He’d gifted it to Davies last spring, a silly thing really, but the professor had always used it. He thought of the hours spent hunched over blueprints, the countless corrections, the way Davies, with a gentle touch, had steered his fledgling dreams. Elias decided to make his mentor's favourite tea, Earl Grey with a splash of milk. He brewed a pot, then took the whole thing, mug and all, to the quietest corner of the campus gardens, hoping the stillness would bring him a sense of peace.

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