The photograph on the book cover stared back at Maya. A younger, more vulnerable version of herself, captured at a moment she'd rather forget. The book, a biography compiled without her consent, lay open on her lap. She felt a burning in her eyes, a tightness in her chest.

She read the opening chapter, the author detailing her early struggles. The words were accurate, factually. But they lacked the context, the internal struggles, the sheer grit it had taken to survive. The author couldn't know the sleepless nights, the doubts, the fears that had driven her. Maya wanted to reach out, to smooth the rough edges of the narrative, to add the color the writer had missed. Her fingers curled into fists. She felt a deep ache for the girl in the picture.

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