"Are you sure?" The words came out sharper than she intended. The tow truck driver, a mountain of a man with a bored expression, shrugged. "Sign says 'No Parking' on Tuesdays, miss." Tuesday. Had she forgotten a Tuesday? Her heart began to race.

She glared at the sign, her vision blurring at the edges. A cold sweat slicked her palms. Her nails dug into the flesh of her hands. The driver had already gone. Every muscle in her body was tense.

She wanted to scream, to lash out. Instead, she took a deep, shaky breath, fighting the urge to crumble. The thought of the paperwork, the phone calls, the waiting… it was almost too much to bear. She had to get this sorted, but the idea of interacting with anyone was making her head spin.

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