The cold marble of the tomb felt unforgiving beneath Clara's fingertips. Her brother, Ethan, chattered incessantly about the family mausoleum, the history, the prestige. Clara felt a strange, hollow sensation in her chest. Their grandmother had left them each a key.

Ethan, with a flourish, produced his key, a gleaming silver thing. Clara looked down at her own key. It was tarnished, almost black with age. It felt heavy in her hand, and the knowledge of what she’d find when she used it weighed her down.

"Ready to see your inheritance, Clara?" Ethan asked, his voice echoing in the stone chamber. Her breath hitched. She found the key difficult to hold.

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