Her agent's phone call was short and to the point. The publishers were pulling her novel, due to the similarities to Blackwood's work. Her work. The one she had toiled over for years.

Her legs buckled slightly, and she sat abruptly. The world tilted. She ran a hand over her face, as if to wipe away the nightmare. She felt a sickening lurch in her stomach, an unfamiliar and unpleasant sensation.

She felt the insidious creep of helplessness. Everything she had worked for, her future, threatened. She felt like a puppet.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293