The constant ache in Ben’s shoulders was a physical manifestation of his stress. He hadn't been able to sleep well, and his dreams were filled with distorted images of academic papers and accusatory voices. He’d taken to walking around campus late at night, the empty quad offering a semblance of peace.

He tried to focus on his next assignment, but his mind kept wandering back to the email. He'd check it every few minutes, as if waiting for a sudden, unexpected reprieve. The thought of expulsion was a constant shadow, a haunting specter.

He avoided social gatherings and cancelled plans with friends. He felt isolated, trapped in a self-imposed prison. The world was closing in on 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