The house felt too quiet, the silence punctuated only by the rhythmic ticking of the grandfather clock in the hallway. Sarah traced the outline of the phone in her hands, its cold metal a stark contrast to the heat that was now coursing through her veins. Liam’s secretive phone calls had been discovered, yet the anger she anticipated never came. Instead, a wave of tenderness washed over her, an understanding of his pain. She looked at the calls listed on the screen and saw her own reflection staring back: a yearning, the need for understanding, the desperate craving for connection. She closed her eyes, and a single tear traced a path down her cheek.

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