The email sat in Amelia’s inbox, a stark white rectangle against the grey of a dreary Tuesday. Her breath hitched. The subject line, “Important Announcement Regarding [College Name],” felt like a physical blow. She clicked it, her finger trembling slightly. A cold prickle ran down her spine as the words blurred before her eyes.

She reread the notice, the carefully crafted language of closure and consolidation. Her stomach clenched. The library, the quad, the familiar faces – all potentially vanishing. She gripped her desk, knuckles white, and stared out the window at the rain-swept campus, a sudden, unfamiliar tightness in her chest.

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