He felt a knot tighten in his chest, a physical constriction that made it difficult to breathe. Mark’s father, a man of staunch Catholic conviction, was planning to join a Pentecostal church. The words hung in the air, heavy and unwelcome. His fingers fidgeted with the edge of the tablecloth, tracing the floral pattern repeatedly. *He doesn't understand,* Mark thought, the words a silent plea. The room seemed to shrink, the walls closing in. He felt a sudden urge to flee, to disappear. "But…but what about Sunday dinners?" he stammered, his voice choked.

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