The digital publication felt like a slap in the face. She gripped the mouse, her knuckles turning white. The words, her words, were now claimed by another. Her jaw clenched. A chill ran down her spine.

She rose from her chair, pacing the confines of her small office. She felt the urge to scream, to lash out. Her chest felt constricted, making it difficult to breathe. The thought of this person, basking in the glory of her work, was almost unbearable.

She sat back down, the chair creaking under her weight. She opened a new email, but froze. The prospect of writing the complaint, of stirring things up, felt like a treacherous journey. She slowly closed the lid of her laptop.

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