The envelope felt heavy in Amelia's hands, heavier than it should. The solicitor had been a little too jovial, a little too eager to get through the reading of the will. "Your brother, Charles, inherits the family business," he'd announced, his smile strained. "You, Miss Amelia, receive… this." He’d gestured towards a plain, unmarked envelope.

Amelia's chest tightened. She hadn't expected the business, and she hadn’t expected the other thing, either. She slowly opened the envelope, her fingers clumsy. Inside was a single, yellowed photograph. A photograph of her, taken when she was a child, standing in the garden, with a figure she didn't recognize in the shadows behind her.

Her heart hammered against her ribs. She felt a cold dread creeping through her, chilling her to the bone. The garden. She knew that garden. The air in the room seemed to press in on her, suffocating her. She swallowed hard, struggling to breathe. She wished she had never come.

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