Sarah paced the length of her living room, her steps a frantic rhythm against the hardwood floor. The test results. The implication. It settled like a cold stone in her stomach. Her adoptive parents, the only parents she’d ever known, were not her genetic relatives.

She picked up a framed photo of them, her heart twisting. Their faces, so familiar, suddenly felt… distant. She clutched the frame tightly, her knuckles turning white. The room seemed to shrink around her, the walls closing in. She dropped the frame and sat on the floor, breathing rapidly, her vision blurring. What had she done?

Her phone buzzed with another notification. She slammed her hand down on it. Maybe if she ignored it, this would all disappear, but it wouldn’t. The realization was as bitter as it was unavoidable.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256