The attic air hung thick and heavy, dust motes dancing in the single shaft of sunlight. Amelia clutched the crumbling photo album, her knuckles white. A bead of sweat trickled down her temple, and she swiped at it impatiently. The pictures inside showed her grandmother, the woman who’d always been a paragon of virtue, laughing and dancing with a man who was most certainly not her grandfather.

Her breath hitched in her chest. A chill ran through her, despite the oppressive heat. She felt her mouth go dry as she flipped to another page. More images, each one a slap in the face to everything she’d believed about her family's steadfast history. She needed to leave, to get away from these lies. But the stairs seemed miles away, the sunlight no longer welcoming.

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