The vibrant colors of the art gallery where she worked suddenly seemed too bright, too loud. The email, tucked in her purse, weighed heavy. She excused herself from her post, needing air.

She went into the storage room, the scent of dust and old canvases filling her nostrils. The darkness offered a momentary reprieve from the throbbing in her head. Her vision tunneled. She felt her hands start to shake.

She clutched a paint-splattered canvas, seeking a grounding point. The failure felt like a physical blow. A sob escaped her, tight and ragged.

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