The harsh fluorescent lights of the storage unit flickered over Amelia as she sifted through the boxes. Her father, usually stoic, had a slight tremor in his hand as he helped her. Her mother's belongings. It was a daunting task.

She unearthed a well-loved copy of *Charlotte's Web*, her mother's name, 'Evelyn, 1968,' scrawled inside. A wave of warmth washed over her. Her mother, who had been a quiet bookworm, had kept *everything*.

Further down, a stack of essays, written in her mother’s neat, cursive script, and marked with red pen from her teachers. All of them. He felt a deep sense of understanding. All of it. All of her.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296