The envelope, unmarked and thick with crisp bills, felt alien in her hand. Emily's hand trembled as she carefully placed it back on the kitchen counter. The note that accompanied it, handwritten, simple, and utterly anonymous, had instructed her to keep quiet.

The vibrant colours of the kitchen, normally a comfort, now assaulted her senses. She imagined the surveillance cameras that surely must be in place, monitoring her very existence. The simple act of pouring a glass of water seemed fraught with peril.

She began pacing, unable to remain still, each footfall echoing unnaturally loud in the sudden, deafening silence of the house. Every shadow seemed to twist and writhe, each flicker of light became a threat.

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