The letter, found tucked inside a worn cookbook, detailed the struggles of a young woman - her mother - attempting to break into a male-dominated industry. The language was carefully chosen, polite yet defiant. It spoke of sexism, of being overlooked, of the constant need to prove her worth. Eleanor felt a deep connection with the words.

Her mother had always been a strong, independent woman, but she’d never spoken of her struggles in such clear, candid terms. Eleanor’s breath hitched.

She held the letter close, imagining her mother writing it, fingers flying across the keys, determined to be heard. A surge of… something... made her want to re-read the letter again and again. She closed her eyes.

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