The letter lay on the kitchen table, a crisp white rectangle that felt like a death warrant. His hands shook as he picked it up, re-reading the contents. The Bistro, shuttering. Forever. He had known the owner since he was a kid.

He felt the familiar prickle of tears behind his eyes, but refused to let them fall. He balled his hands into fists. He thought of all the years spent there, every happy occasion and comfort the Bistro had provided. Now, all gone.

He ran his hand through his hair, tugging at the strands. He needed air. He walked outside and kicked the trash can. It clattered to the ground.

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