The house was too quiet. The silence was pressing in on Amelia. She stared out the window, the rain blurring the familiar landscape. She couldn't shake the sensation of something being deeply wrong. She found it in the glove compartment of his car, tucked under a map.

It was a small, tattered notebook. She opened it, her hands unsteady. "Learn to sail." He hated the water.

She read on. “Write a screenplay.” “Start a charity.” She felt a cold wave wash over her. It was a list of ambitions he’d never voiced. It was a foreign language.

The sound of the car pulling into the driveway made her jump. She slammed the notebook shut and threw it back in the glove compartment. Her breath caught in her throat.

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