A tremor ran through Finn’s hands as he held the brittle parchment. His sister, Maya, was practically bouncing beside him, her eyes shining with avarice. The lawyer had presented them with the details of their uncle’s estate. She had inherited a sprawling mansion; he, a dilapidated lighthouse on a desolate island.

He glanced towards the window. The ocean stretched out before him, a vast, indifferent expanse that mirrored the emptiness inside. The prospect of being isolated there, weathering storms both literal and metaphorical, filled him with unease.

“Are you alright, Finn?” Maya asked, her voice sharp with impatience. “This is an amazing opportunity for me! The parties I can throw!” She was already drawing up blueprints, oblivious to the dread that threatened to consume him. Finn swallowed, unable to meet her gaze.

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