The website's cheery music grated on his nerves. He scrolled through the photos, each one a fresh ache in his chest. His breathing grew more shallow.

He saw the kitchen, the very kitchen where his mother had taught him to bake. The kitchen looked different. He swallowed hard, struggling to keep his composure.

He wanted to scream, to lash out, to rip the computer from the wall. The feeling was a tight, physical pressure in his chest.

His fingers fumbled as he closed the browser. He stood, his legs trembling, and went to the window, pulling the curtains shut. He needed darkness.

The air felt thin, and stale. He felt an urge to sink into the floor, to become invisible, to make it all stop.

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