Clara stared at the book in the bookstore window. "Clara Bellweather: The Accidental Icon." She was the icon? Apparently. She'd always been a woman of habit, a worker, and the very concept of being a public figure was baffling. Her face flushed, a heat creeping up her neck.

She entered the store, her steps hesitant. The book was a bright spot, beckoning her with the shine of its cover. As she walked towards it, she could feel the eyes of the other shoppers on her. She felt exposed, as though walking nude in a crowd.

She picked up the book. The paper felt rough against her skin, and the spine cracked when she opened it. The author had taken liberties, exaggerations that made her cringe. She thought of her quiet life, of the simple pleasures that made her happy. She would have to go to the author, she knew. She felt a deep responsibility to set things right.

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