He ran a hand through his already disheveled hair, the action a nervous tick he hadn't realized he'd developed. The air in his tiny dorm room felt thick, oppressive. The notification, a brightly colored email alert, had been a punch to the gut. Michael, the student in question, wasn't supposed to get the scholarship. His palms were itching.

He reread the legal jargon of the email for the tenth time, hoping it would magically rewrite itself. It wouldn't. He felt a desperate urge to pace, but the cramped space didn't allow for it. He felt trapped. The walls seemed to be closing in.

He considered going to the student services office, but the thought of having to explain everything made his chest tighten. Explaining, apologizing, admitting, and then... facing the shame. It was easier to stay hidden. He was afraid of being seen.

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