The attic was stifling, the air thick with the scent of mildew. He held the letter in his trembling hand. It was his father’s handwriting, formal and precise, but the words… they were a puzzle. A mystery. A wrong thing.

He had to sit down. His legs threatened to give way. The words, so carefully chosen, hinted at something he couldn’t grasp. A feeling of dread took hold, squeezing at his chest.

The shadows in the attic seemed to deepen, to take on a life of their own. He felt a desperate need to escape, to be outside, to breathe fresh air. He wanted his father. He couldn't.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294