Liam drummed his fingers against the greasy counter of the diner, the rhythmic tapping a frantic metronome keeping time with the rapid thumping in his chest. Across from him, Maya chatted animatedly, oblivious to the turmoil brewing inside him. The words “California, next month” replayed in his head, a broken record skipping and scratching.

He took a shaky breath, forcing a smile. “That’s…great.” The forced cheer rang hollow even to his own ears. He picked at the corner of his napkin, shredding it into tiny pieces.

The waitress arrived with their orders, a plate of pancakes in front of Maya. Liam could barely swallow. His stomach churned. He watched Maya dig in, her smile wide, and felt a sudden, inexplicable urge to flee. He quickly stood up, making some excuse, leaving half-eaten food behind.

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