He hadn't expected to feel anything. Yet, as he stared at the invitation, a tremor started in his fingers, then spread, making him drop his phone. He sat down heavily, the chair creaking beneath him. His stomach churned. He looked at the invitation and felt like he was back in the hallway, waiting to be called on.

The present seemed to recede, and the past felt very close. His breath caught in his throat. He felt like his skin was too tight. He rubbed his hands together, trying to find some purchase. It seemed like there was nothing.

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