The apartment was suffocating, even with the windows wide open. Sarah paced, the linoleum cold beneath her bare feet. Her father’s footsteps echoed from the kitchen where he was cooking, the rhythmic chop of the knife the only sound besides the ragged breaths that escaped her. It was too loud. Everything was too loud.

Her palms prickled with sweat. She kept running her hands through her hair, a frantic gesture she couldn't seem to control. She picked up a framed photo of her and her parents from the mantelpiece and clutched it so tightly she could feel the edges digging into her skin.

"Dinner's almost ready, love," her dad said, his voice quiet. She dropped the picture back down with a sudden clatter. "Coming," she replied, her voice sounding thin.

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