The world seemed to tilt on its axis as she read the email. The article she'd spent months writing, her masterpiece, was attributed to someone else. A name that, until this moment, she had never heard. The pit of her stomach sank.

She felt a wave of nausea wash over her. Her hands flew to her mouth, stifling a gasp. She felt the tears welling up in her eyes, blurring the words on the screen. The weight of this injustice was almost unbearable.

She found herself unable to move. She was trapped, paralyzed by a sense of impending doom. The thought of the repercussions, of the professional damage, tightened her chest. She curled up on her sofa.

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