The air in the library felt stagnant, thick with the scent of old paper and forgotten dreams. Sophie’s fingers trembled as she held the list, her mother's elegant script a painful reminder of what she had lost. Each item on the page felt like a judgment, a challenge. *Write a book of poetry.* She felt a wave of nausea sweep over her.

Her breaths came in shallow gasps, her chest tight with a sudden panic. She pushed herself up from the chair and began to walk, but the confines of the room seemed to press in on her, making the walls close in. *Travel the world.* The thought of leaving everything behind sent another wave of terror through her, making her heart pound against her ribs.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283