The photograph, on the cover of the biography, showed Emily smiling brightly. It was a photo she hadn't given, and the smile felt…wrong. Like a mask. She couldn't breathe properly. She stood in front of the bookstore, the window display showcasing "Emily Carter: A Portrait of Resilience." The display felt like a dare.

Her stomach churned, and she had to fight the urge to throw up. She backed away from the window, feeling the weight of the book's gaze on her. She felt exposed, stripped bare. She kept glancing around as if expecting someone to recognise her. The street noise – the blare of traffic, the chatter of passersby – seemed to intensify, adding to her feeling of disquiet.

She fled back into the crowd, seeking anonymity. She wanted to disappear.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293