kind - Story 82673 | Emotion Vectors in Gemma4-31B

The news felt like a physical blow. Dr. Ramirez, the advisor who'd championed her, was taking a position across the country. Maria stood in the hallway, the printed email clutched in her hand. Her breath hitched.

She walked towards his office.

The door was ajar. Dr. Ramirez was packing books into a box. Without a word, Maria began stacking the books, arranging them neatly. She saw a flicker of surprise in his eyes, but he offered no resistance. She simply kept working.

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:

`la`	0.741
`B`	0.692
`de`	0.492
`affectionately`	0.485
`latter`	0.475

Suppressed:

`此刻`	-0.550
`не`	-0.521
`désormais`	-0.491
`S`	-0.465
`хочется`	-0.458