The grocery store felt overwhelming, the bright lights and bustling shoppers amplifying her sense of disorientation. Carol squeezed her eyes shut, trying to regain her composure. Mr. Evans. The announcement had hit her like a physical blow. Her daughter, Olivia, would be with him for the entire school year.

She clutched her shopping basket, her knuckles white. She had been a good student, but that man, the way he would make you feel...she shook her head, as if to physically shake off the memory. She felt suffocated by the unexpected re-emergence of her past.

She turned and left the basket, the thought of the store, the public, the life around her suddenly unbearable.

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