She sat in the darkened staff room, avoiding eye contact with the other teachers. The fluorescent lights overhead seemed to buzz with a relentless energy, mirroring the turmoil in her mind. Mrs. Johnson found it increasingly difficult to concentrate, her thoughts scattering like birds startled from a tree. A message arrived on her desk.

A former student, a girl named Karen, wished to see her. Karen was in a very difficult situation as a child. She had often seemed to be in trouble. Mrs. Johnson's mouth went dry.

She watched as Karen approached, a small package clutched in her hands. She offered a hesitant smile. "Mrs. Johnson, I just wanted to say thank you." She felt a strange buzzing behind her eyelids.

The package was small, almost insignificant, but the weight of it felt immense.

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