Clara saw her short story on the online writing forum, accompanied by the moniker of a writer she'd known from her old writing group. It was her story, a tale about a woman coping with a miscarriage. Her heart went cold.

She remembered this writer, struggling with severe depression, battling self-doubt. Clara had listened to her share her own story about her miscarriage. She recognized in the story the writer's own pain, her own struggles.

Clara felt a wave of nausea. She wanted to scream, to lash out. But, she stopped herself. She messaged the writer, her message kept brief and simple, asking the writer to contact her to discuss the matter. The message was filled with a deep sense of sadness, a shared understanding of pain.

She knew what she had to do. She knew this person had been at their lowest, and that's when they fell. She felt for the writer, for what they must have been going through to do something so desperate.

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