"Just ignore it," Liam muttered to himself, but the words felt hollow, inadequate. He clicked the icon again, staring at the profile picture of the person he'd spent years trying to forget. It was Brad. He could feel his pulse in his ears.

He went to the fridge and grabbed a beer, though it wasn't even noon. The icy bottle offered a temporary distraction, a cold anchor in the swirling chaos of his thoughts. He took a long, slow swallow. Then another.

He knew he should do something productive. Wash the dishes. Mow the lawn. Anything to avoid the constant thrum of anxiety buzzing beneath his skin. He opened the fridge again, wanting to look at the beer again, and slammed the door shut.

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