He ran a hand through his already disheveled hair, the gel doing little to tame the chaos within. The wedding. His best friend’s wedding. He’d booked the earliest flight he could, just to be sure. Now, the airport PA system coughed out an announcement, the familiar delay notification, sending a spike of heat through his chest. He grabbed his phone, his thumb hammering at the screen, desperately searching for another flight, any flight. His breathing hitched, shallow and rapid. He imagined the ceremony, the vows, the speeches… all happening without him.

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