The world seemed to shrink around her. Amelia felt a cold pressure behind her eyes, the beginning of a headache. The biography lay open on the kitchen counter, its pages filled with what she recognized as her life, but twisted, molded into something unrecognizable. She paced the small room, her bare feet slapping against the cold linoleum. They’d gotten details right, she realized with a shudder – the names, the places, the dates. But the *why* was all wrong, the motivations, the interpretations. She felt a knot tighten in her stomach, a feeling like she was trapped in a cage of someone else's making.

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
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229