The world felt muted, as if filtered through a thick sheet of glass. Emily found herself staring at the crack in the ceiling of the university cafeteria, counting the tiles, a futile attempt to distract herself. Her appetite had vanished; even the aroma of freshly baked bread failed to tempt her.

She flinched at the sound of her name being called. A group of students from her history class were approaching, their faces a mixture of curiosity and something else she couldn’t quite decipher. She quickly turned away, hurrying out of the cafeteria, her heart pounding in her chest.

The accusations, so easily dismissed by some, threatened to unravel everything she had worked for. The pressure in her chest made it difficult to breathe, each inhale a shallow gasp.

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