The printout felt thin and flimsy in John’s hand, yet the information on it seemed to weigh him down. His wife, Carol, had a secret account, overflowing with funds. A deep ache settled in his gut. It wasn't about resentment. He had a deep sense of a quiet struggle, a burden she'd borne alone.

He thought of the subtle shifts in her behavior, the way she had become increasingly independent. He recalled her expressions of worry about their grown children and their future. He understood there was a reason behind the secrecy.

He slowly walked to the garage, and grabbed his toolbox. He thought of the chores around the house that she had been meaning to do. He would take care of them for her.

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