Liam drummed his fingers on the kitchen counter, the repetitive sound echoing in the otherwise silent house. The coffee was cold, the toast burnt. His daughter, Emily, had announced it at the breakfast table this morning, a casual comment about "the grumpy Mr. Peterson" from her class. *Peterson*. He practically choked on his orange juice.

He paced the kitchen, the linoleum floor cold under his bare feet. The old man hadn't changed, not one bit. The same perpetually furrowed brow, the same dry wit. Liam could practically smell the chalk dust and hear the rasp of Peterson's voice.

He had to control himself. He couldn’t let his past embarrass Emily. But the thought of Peterson’s judging gaze, the potential for reliving his own painful memories, made his chest tighten.

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