The skin on her arms erupted in goosebumps. Eleanor listened, her breath catching in her throat as her grandfather, the beloved patriarch of their Jewish family, announced he was now a member of the Church of Jesus Christ of Latter-day Saints. *This can't be real,* she thought, the words a frantic mantra in her head. Her vision blurred, and the faces around the table seemed to swim in a haze. She gripped her hands into fists, her nails digging into her palms. The laughter she normally loved seemed jarring. “But… what about the holidays?” she finally managed, her voice strained. The joy had fled from the room, replaced by a chilling premonition.

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