The flashlight beam danced nervously across the musty basement. Liam felt a pressure building behind his eyes. He’d stumbled upon a forgotten trunk while cleaning. Inside, a series of pictures that were beginning to unravel everything he’d believed about his grandfather.

A picture of him in a tuxedo, smiling, with a woman who wasn't his grandmother. Another picture of him sitting at a poker table, surrounded by men with hard faces. Liam felt a twitch in his cheek. He had to stop.

He snapped the trunk shut, but the images were already burned into his memory. He stood there for a long moment, struggling for breath, every muscle tense. He needed to be alone.

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