He stared at the blank screen, the cursor blinking, mocking his inability to focus. He should be working on his presentation, but his mind was elsewhere. He kept replaying the interview in his head, dissecting every word, every gesture. His friend, Alex, had been applying too.

He felt a strange tightening in his chest, a sensation he couldn’t seem to control. His hands were clammy, his palms slick with sweat. He got up from his chair and walked to the window, staring out at the city.

He needed to relax, to calm down. He took a deep breath, willing himself to find some inner peace.

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