"Hello?" Claire called out, her voice barely audible above the drumming of her own pulse. The attic had been neglected for decades. It was a space filled with uncertainty, and she found herself wanting to retreat.

She found a box of old letters, tied with faded ribbon. As she began to sort through them, a strong sense of being watched washed over her.

Each page seemed to breathe secrets into the stagnant air. She wanted to know the stories these letters held, but something held her back.

She decided to leave the box unopened, the details of a previous life now locked away, and turned to leave.

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