David couldn’t sit still. He paced the length of the bustling art gallery, his hands shoved deep into his pockets. He was waiting for Sarah, who was the featured artist of the evening. He spotted her near a large canvas. He recognized the way she moved. He closed his eyes.

He approached, then hesitated. A strange pressure built in his chest. He took a step, another. "Sarah?" he asked, his voice sounding thin. Her head turned. She looked at him with a polite, unfamiliar expression.

She frowned slightly. "I'm sorry," she said, her voice smooth. "Do you need help with something?" The words hit him like a physical blow. He felt his hands go numb. He felt a need to get away.

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