“They were simple folk,” his mother always said, “content with their simple lives.” Now, Sarah held a photo, depicting her great-great-grandparents, clad in opulent attire, posing in front of a sprawling mansion. The simple folk’s mansion.

A bitter taste flooded her mouth. The sheer extravagance of the photograph contrasted starkly with the narratives of hardship and modesty she’d absorbed her entire life. She felt an unwelcome tremor in her hands. The room appeared to shrink, the walls closing in.

Sarah wanted to scream. She wanted to shatter the carefully crafted illusion that had been presented as her heritage. She pushed away from the table, needing to escape the suffocating weight of this new, unwelcome truth. The story, as she knew it, seemed to dissolve around her.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290