The will was read, the formality of the lawyer’s voice barely registering in Liam’s ears. He'd expected the money, the inheritance his parents had always spoken of. But this… this was wrong. "Your sister, Chloe, receives the family home," the lawyer had stated. "You, Liam, are the new… tenant of the lighthouse."

The lighthouse. Liam knew the lighthouse. It stood on the isolated cliffs miles away, a lonely sentinel against the crashing waves. He hadn't been there in years. The thought of it, of the isolation, filled him with a sudden, overwhelming sense of dread.

He looked at Chloe, and their eyes met for a moment. She looked as perturbed as he felt. He cleared his throat. He had a sudden urge to get away, to run far and fast. He looked at the lawyer, struggling to find the words. The air in the room felt thick. He opened his mouth, but no sound came out.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314