The phone call was the final blow. Her mother’s voice, normally warm and reassuring, was laced with forced cheerfulness. Emily clutched the receiver, her knuckles white. She swallowed hard, trying to keep her voice steady.

Her throat felt constricted, making it difficult to speak. Her apartment, once a sanctuary, now felt suffocating. She paced the small room, her steps quick and agitated. The floorboards creaked under her weight, each sound amplifying the rising dread inside her.

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