The flickering candlelight cast dancing shadows on the walls of the small room, mirroring the erratic beat of Thomas's heart. His son, Samuel, had developed an insatiable interest in historical re-enactment, a passion Thomas had nurtured with enthusiasm when Samuel was younger. Now, Samuel was talking about living the life, travelling to distant lands to compete in tournaments, and Thomas felt a growing unease.

He watched Samuel, clad in his handcrafted chainmail, practicing swordplay in the dim space. The clink of metal on metal was a harsh, unrelenting sound. He kept his distance, unable to bring himself to offer advice, the words catching in his throat.

Samuel stopped, noticing his father’s distant stare. "Are you alright, Dad?" he asked. Thomas took a deep, shaky breath. "Just… admiring your dedication," he croaked, his voice barely audible.

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