The house felt like a cage. Every corner, every object, was a reminder of what she couldn’t control. She replayed the day's events in her mind, searching for an error, a mistake. There were none.

A polite rap on the glass door. She flinched. It was old Mr. Abernathy, his face a web of wrinkles and a kind smile. He held a gardening fork.

“Morning, dear. Just wondering… I wanted to plant some roses… maybe a little space… near the back?” She felt a surge of irrational anger. He had no right to assume, to just… ask. She crossed her arms, the knuckles white.

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