She’d spent weeks on the decorations. Balloons, streamers, the perfect playlist, everything meticulously arranged to celebrate her grandfather's milestone birthday. The thought of his face, the crinkled eyes, the booming laughter as he walked into the room, had kept her going through the late nights and frantic preparations. The voicemail crackled in her ear. "Unexpected... sorry... can't happen." A shiver ran down her spine, and she dropped the phone. Her hands started to tremble, a fine, almost imperceptible tremor that quickly amplified into something more pronounced. She felt a strong urge to simply curl up on the floor. The world felt suddenly precarious.

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