The ballroom seemed to shrink around Sarah. The chatter and clinking glasses faded into a dull hum as she looked at her mother. She recalled the countless hours her mother had spent on her feet, the tired eyes, the unwavering dedication.

She noticed the way her mother’s hands trembled slightly as she raised her glass. A flash of memory – a small girl clutching her mother's leg, frightened by a loud noise – overwhelmed her. The tiny tremor was suddenly the weight of all the years.

“Mom,” Sarah began, her voice barely a whisper, “I know this isn't just about celebrating your retirement. It's about… closing a chapter.” She focused on her mother’s eyes, and felt a burning in her own.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344