The bustling marketplace was a cacophony of sounds and smells, a sensory assault that made Elara’s head swim. She kept circling the "Spice Merchant," her palms constantly damp. Her recipe for the "Emperor's Curry" – a recipe she'd spent years perfecting – was now being sold under another name.

She clenched her jaw so hard that her molars ached. She felt the urge to grab the proprietor by the shoulders and scream. The vibrant display of spices felt like a taunt. Her eyes darted around, searching for a face that could understand the anger that burned in her chest.

She needed to get away, she realized. To a place where the air wasn’t so heavy, and the scent of cumin didn’t choke her.

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