The old box, found in the attic, contained a collection of photographs. The figures in them were me, though the face in the photographs looked different, distant. The photos were accompanied by a series of coded messages that made no sense.

I felt a sudden lightness in my head, a sense of disembodiment. The sunlight streaming through the window seemed too bright, the sounds of the neighborhood too loud. Every shadow seemed to lengthen, taking on a form of its own. I ran out of the attic.

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