The library card felt heavy in Eleanor's clammy hand. She gripped it as she walked through the towering bookshelves, each row a silent witness to her violation. The book, tucked away in the biography section, felt like a physical assault. She didn’t recognise the author's name, but the title, "Eleanor Vance: A Life Unveiled," was an indictment.

She sank into a chair, the leather squeaking in protest. Her gaze darted around the library. The quiet rustle of pages, the murmur of distant conversations, suddenly seemed menacing. Every glance felt invasive. She clutched the book to her chest, as if shielding herself from unseen eyes. She couldn't focus; her mind kept returning to the details she'd read, the private moments now public property.

She felt the urgent need to leave, to escape this place. She glanced towards the door. The librarian looked at her and smiled, and Eleanor quickly turned away.

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