Sarah saw the name, “Jason Moore wants to be your friend.” She remembered the constant, relentless bullying. The fear. The isolation. Her hands trembled slightly as she stared at the screen. She felt the sting of memories.

But then she considered the stories she had been told. She knew Jason had gone through some hard times. She thought of her own struggles, the times she had felt helpless, misunderstood. She recognized the look in his eyes; the look of someone haunted.

She swallowed. She accepted the request. She messaged him. She typed: "Hey Jason." She felt no joy, but she felt a strange sense of… something. A quiet understanding. A gentle sorrow.

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