“But… but I don’t understand,” Maya stammered, her voice a reedy whisper. She stared at the rubric, the red ink a splash of violent colour against the otherwise blank page. Her hands were clammy, and she clasped them together, squeezing until her knuckles went white. She felt a prickling sensation beneath her skin, a feeling that something was about to burst. The professor’s expression was neutral, but it only fueled the frantic thrumming in her chest. She had to get this right, had to.

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