The house seemed to shrink around Liam, the walls closing in. He sat at the kitchen table, the bucket list spread open before him. The paper felt cold and clammy beneath his fingertips. *Learn to speak Spanish.* He clenched his jaw, the muscles in his face tight. His father’s handwriting, so deliberate and precise, seemed to mock him.

He ran a hand through his hair, his fingers tangling in the strands. He couldn't keep still. His leg bounced up and down relentlessly, a nervous energy coursing through him. He felt the familiar heat rising in his neck. *Get married and have a family.* The words were a knife twisting in his gut. The weight of his father's unfulfilled ambitions felt unbearable.

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