The discovery sent a shiver down Emily’s spine. The attic was dim, lit only by a single bare bulb. She had expected to find trinkets, not this. Her palms began to sweat, the paper feeling slick in her grip. Her breath caught in her throat.

She backed away from the trunk, her eyes scanning the room, as if anticipating a sudden movement. The old wooden beams overhead seemed to loom, casting ominous shadows. The air felt thin and difficult to breathe.

She gripped the letter with a vise-like grip, not wanting to put it down. She felt a desperate urge to get out of the confined space. Emily sprinted down the stairs, the revelation's weight heavy on her.

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