"A box of old books," the solicitor droned, "and a small savings account." My brother, David, slammed his fist on the table. He was a man of ambition, a man who measured success in dollars. I'd come to believe in nothing. I’d come to want nothing.

The books, however, were something else. Leather-bound volumes, their pages yellowed with age, filled with stories. The scent of old paper was intoxicating. I picked one up, a collection of poetry. I was instantly, utterly captivated.

I found David, lost in the shadows, smoking a cigarette on the porch. The setting sun cast long shadows. I sat down next to him. I showed him one of the poems I was reading, and said, in a quiet voice, "This is really beautiful, David. It feels… alive, somehow.”

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