The basement was cold and damp, a stark contrast to the comfortable warmth of the house above. David stared at the letter, the paper feeling rough and unfamiliar. He found himself starting at the dark corners of the room. The dim light flickered, casting shadows that seemed to writhe and shift.

He ran a hand over his face, his skin prickling with goosebumps. He took a few steps away from the boxes, the letter still clutched in his hand. His chest constricted, making it difficult to breathe. The air felt thick, heavy with unspoken things.

He wanted to scream, to lash out. Instead, he forced himself to take a deep breath, and he retreated from the basement, closing the door behind him.

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