The text from her roommate was blunt: "Did you see the email?" Olivia’s chest tightened, a vise clamping down. She scrolled through her phone, her thumb moving with glacial slowness. When she saw the words, her breath caught.

Her vision blurred. The cheerful chatter of the coffee shop faded into background noise. She felt a sudden urge to flee, to run away from this reality. She quickly took a large sip of water, her throat suddenly dry, and her hands began to tremble as she set the glass back down.

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