Her hands trembled as she held the book, the cover boasting her name alongside a title that promised insight into her life. Sarah had never agreed to this, had never spoken to this author. Turning the pages, she felt a profound sense of violation. It was akin to a stranger rummaging through her memories, her vulnerabilities exposed for all to see.

A wave of nausea washed over her as she read the author's take on her relationship with her father. The man the writer described was cold and distant. But Sarah knew the story was so much deeper. She recalled his gruff exterior, the tenderness that lay beneath. Her throat tightened. She remembered his shaky hands as he gifted her a book of poetry years ago. He had tried. Oh, how he had tried. She closed the book, feeling a strange kinship with the man the writer portrayed, a man she knew could not explain his actions.

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