The notification popped up, jolting her awake. She’d meant to text her best friend, detailing the disastrous date she’d just endured. Instead, the message had gone to her overbearing boss, Mr. Henderson. A knot formed in her throat.

She fumbled for her glasses, her hands trembling. The words on the screen blurred, mocking her. She pictured Mr. Henderson's booming laughter, the inevitable lectures, the judgment. She was trapped.

She curled up on the couch, pulling the blanket tighter, as if it could ward off the approaching storm. The room felt cold, the air thin. The world seemed to tilt on its axis.

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