He paced the length of his tiny apartment, his shadow stretching and shrinking with the erratic movements. The invitation sat on the coffee table, a glossy testament to Liam’s upcoming bash. Mark knew Liam was popular, a social butterfly, but the sheer scale of the event made his chest tighten. Mark’s own party was a quiet affair, a gathering of a few close friends at a local brewery.

He stopped, abruptly, and ran a hand through his already messy hair. He kept glancing at his phone, waiting for a text from Liam, knowing it wouldn't come. He wasn't sure why Liam hadn't mentioned the parties colliding. It made him feel... off. Like a cog in a machine that might grind to a halt at any moment.

He grabbed a bottle of water and downed half of it in one gulp. The sudden rush of liquid did nothing to quench the nervous fire that seemed to be burning inside him. He felt the impulse to cancel his party entirely, to just disappear. But then what?

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