I sat on the bus, staring out the window at the passing landscape. The world seemed to move in fast forward, a blur of colors and shapes. My chest felt tight, as if a heavy weight were pressing down on me. I kept replaying the conversation with the coach, each word a fresh stab.

My fingers fidgeted with the frayed edges of my backpack strap. I felt a constant, restless energy, a need to move, to do something, anything to dispel the feeling of being trapped. My leg bounced nervously, a frantic, unconscious rhythm.

I wanted to yell, to shout at the unfairness of it all. But all I could manage was a shaky sigh, the sound swallowed by the rumbling of the bus engine.

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