The news felt like a physical blow. The accusations against her favorite author, Silas Croft, confirmed. She gripped the cold metal of her desk. She was shocked and filled with betrayal.

Her breathing was shallow. She wanted to scream. She remembered the way she used to look forward to his new books. She felt a deep sense of sadness, but also of anger.

She kept fidgeting with her pen. The ink had smeared across her hand. She stared at the mess. She needed to do something. She needed to prove him wrong, that his words were not true.

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