Michael sat frozen, the phone a heavy weight in his hand. He felt a deep sense of unease, a gnawing discomfort in his gut. The profile, filled with unfamiliar faces and strange slang, felt like a foreign land. He had no map, no compass.

He felt a tightness in his chest, making it hard to draw a complete breath. He stood up, pacing the room, his movements jerky and erratic. The walls seemed to close in, the air growing thick and hard to breathe. The world felt dangerous, unfamiliar.

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