The air in the storage room was stagnant, smelling of decay and forgotten memories. Maria picked up the stack of old photographs, a sense of foreboding settling over her. Her grandmother, a woman celebrated for her unwavering devotion to her family, was pictured in the arms of a younger man. A different man than her grandfather.

She flipped through the album quickly, her breathing shallow. Her grandmother was smiling and looked carefree. The photographs went against everything Maria thought she knew.

She dropped the album like it burned her. She stared at the images. She felt disoriented, like she was trapped in a funhouse, where the mirrors distorted everything she thought was true.

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