"Mommy, who's this?" Sarah's daughter, Chloe, held up a crayon drawing. The drawing depicted a vaguely humanoid shape with oversized eyes standing beside a small girl who was supposed to be Chloe. It brought a coldness to Sarah's face.

Sarah felt her stomach clench. It was Him. The same shape that had been her constant companion as a child. He'd been named, quite simply, Shadow. She swallowed hard, struggling to keep her voice steady. "That's… a friend, sweetheart," she croaked. The lie felt thick on her tongue.

Chloe giggled, pointing to the drawing. "He's silly!" Sarah nodded, but she felt anything but amused. The air seemed to grow thick, heavy, as though the walls were closing in. Her head began to pound, a relentless hammer against her skull. She needed to sit down. She needed to be alone.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
šŸ˜ž0.296
worse0.291
šŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229