Liam sat rigid, the screen’s light reflecting in his wide eyes. He felt a creeping dread. It was supposed to be a private confession, that essay. Now, everyone in his class would read it. Everyone.

He got up abruptly. His chair scraped against the floor. He ran his hand over the back of his neck, trying to ease the sudden tension. He needed something, anything, to break this feeling.

He went to the window and threw it open, inhaling the chilly autumn air. It barely helped. He clenched his fists, forcing himself to breathe.

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