Sweat slicked Elara’s palms as she waited. The coffee shop pulsed with a low thrum of conversation and the hiss of the espresso machine, a sound she usually found comforting. Today, it was just another irritant. She saw Liam across the room, sunlight catching the gold flecks in his hair, just like she remembered. He was laughing at something the woman with him said. Elara felt a tremor start in her chest.

He looked up, their eyes met. A flicker of polite recognition, a swift, almost imperceptible nod. Then, nothing. He turned back to his companion, a smile already forming, as if she were a complete stranger. A knot formed in Elara's stomach. She felt a need to flee, but her feet seemed rooted to the ground.

She slowly began to walk toward him. Each step felt like a marathon. She felt a flush spread up her neck, a prickling heat under her skin. When she stood before him, her voice came out small and tight. “Liam? It’s… it’s Elara.”

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