Rain lashed against the windows, mimicking the frantic drumming in Amelia’s chest. A stranger's voice, her voice, echoed from the audiobook player she clutched. It was *her* life, yet it felt alien, sanitized. The author, some academic she’d never met, had dissected her childhood, her failures, even the hesitant dance of her first kiss. A hotness bloomed in her throat. She closed her eyes, imagining the hours the author must have spent, weaving her experiences into a narrative. She reached out and turned the volume down.

The woman in the story, the one in her story, was flawed. The woman's actions were misconstrued, with a callous disregard for the emotional turmoil behind the decisions. Amelia felt an aching tenderness towards that younger, struggling self. She knew how difficult it had been. How lonely. How very, very lost. She understood the weight of those missteps, the way they still echoed in her bones.

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