He’d always considered himself unflappable, but the news left him shaking. He had built his life on this company. Now, everything felt unstable. A cold sweat broke out on his forehead.

He excused himself from the meeting, murmuring something about a headache. He stumbled toward the restroom, the fluorescent lights blurring. He splashed cold water on his face, trying to clear his head, but his reflection stared back at him, pale and drawn.

He leaned against the cold tiles, unable to move. The future, once a stable path, had dissolved into a fog. He squeezed his eyes shut. What would he do?

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
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293