He sat on the worn couch, his fingers tracing the outline of the headline on his laptop screen. He couldn't seem to stop. He felt a pressure building behind his eyes. He tried to think, to assess, but his thoughts were scattered, like leaves in the wind. His article, "The Forgotten Artists of Paris," was published, but with someone else's byline.

He felt the tension knot in his shoulders, a physical manifestation of his distress. He needed to do something, anything, but a deep weariness had settled over him, leaving him feeling drained and incapable. He stared out the window, seeing nothing but the dim streetlights, each a cold, indifferent witness to his turmoil.

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