A restless energy churned in David's gut. The restaurant was too loud, the music too boisterous. He shifted in his seat, his fingers drumming a nervous tattoo on the linen tablecloth. He was waiting for Sarah. They’d been dating for six months, and tonight was supposed to be special. A romantic dinner, a proposal… he'd rehearsed the speech a dozen times in his head, yet it all felt wrong, like a poorly fitting suit.

His eyes darted around the room, taking in every detail. The clinking of silverware, the murmur of conversations, the way the candlelight danced on the polished wood. He felt a bead of sweat trickle down his temple. The minutes stretched into an eternity. He checked his watch again, then again.

Finally, he saw her. Sarah. But she wasn't alone. Walking beside her, hand in hand, was a man David vaguely recognized from his gym. As they approached, the man gave him a hesitant nod, and Sarah’s face was a mixture of surprise and something else. A flicker of something that made the floor seem to fall away under David's feet.

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