He stared at his reflection in the window, the image distorted by the rain running down the glass. Mr. Davies felt like a coiled spring, ready to snap. Every sound, every shadow, intensified his apprehension. A visitor arrived, announced by the doorbell.

It was a young man, a former student named Ethan. Ethan was holding a framed photograph. “Mr. Davies? Remember me? I built a very successful business. And I would not have done it without you.”

He tried to smile, but his face felt stiff, unnatural. He gestured Ethan inside. The photograph, depicting a group of students from years ago, felt like a judgment.

Ethan had placed the frame on the table.

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