He had to keep moving, had to keep looking. The endless parade of discarded belongings at the yard sale did nothing to calm the persistent feeling of vulnerability. He walked a little too quickly, his steps hurried. He hadn't slept well in weeks. He rubbed his aching eyes. The aroma of stale coffee and hot dogs mingled with the scent of old fabric. And then, there it was, perched atop a stack of vintage board games: a bear. It wore a little sailor suit, identical to the one he had given his own bear, Theodore, years ago. A strange tingling sensation ran up his spine, freezing him in place. He wanted to buy the bear. He wanted to break down.

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