The text was meant for her sister, detailing the perfect chocolate cake recipe. Instead, it went to a number she didn’t recognize, an old number from a business card. The realization struck her like a physical jolt.

A moment's pause. She knew she ought to simply apologize and move on.

She then composed a new message, “Sorry, wrong number! I know this is random, but I just baked a cake and thought I’d share the recipe anyway, in case you were interested in a little bit of goodness today. 😊” She added a smiling emoji.

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