The afternoon sun cast long shadows across the living room, but the room felt cold. Michael felt like his skin was stretched too thin, and his nerves were frayed. His neighbor's dog barked incessantly, its yelps a high-pitched torment.

He went to the window and slammed it shut, the impact startling him.

He slammed his fist against the wall. He needed to get a grip.

He had to do something. Anything. He went to the kitchen and made himself a cup of tea. He knew he should speak to the owners of the dog, but just the thought of it made his stomach clench.

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