Rain lashed against the windows, mimicking the frantic drumming inside Liam’s chest. He hadn’t slept in two nights. The relentless construction next door had burrowed into his brain, a woodpecker chipping away at his sanity. He caught his reflection in the hallway mirror – eyes bloodshot, skin pale, a stranger staring back.

He jammed his hands into his pockets, fingers curling into fists. A shiver ran down his spine, a cold premonition. His neighbor, Mrs. Gable, knocked, her smile too bright, her voice too sweet.

"Dear, is everything alright? You haven't been yourself."

He could only manage a strangled, "Fine," before turning away. The pounding started again, and he squeezed his eyes shut. Fine was a lie.

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