The old house felt oppressive to Michael, a feeling that intensified with the discovery of the secret room. He examined the hidden entrance behind a tapestry, his hands trembling slightly. He had a bad feeling about this, a creeping sensation that crawled over his skin, making the hairs on his arms stand on end.

He pushed the tapestry aside, revealing a small, dark opening. His pulse quickened. He paused, his gaze fixed on the abyss. He felt an intense desire to flee, to turn and run as far away as possible. But curiosity, or something else, kept him rooted to the spot.

He slowly entered the room. The air was cold and stale. He took a tentative step forward, and the floorboards groaned ominously beneath his feet. He felt a shiver of awareness.

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