Rain lashed against the windows of the old Victorian house, each gust of wind rattling the frames. Amelia hunched closer to the fire, the time capsule resting on the worn rug before her. She'd unearthed it in her backyard, while planting a rose bush. She had no recollection of digging a hole and burying something, yet here it was.

A bead of sweat trickled down her temple. Her hands trembled as she reached for the latch. She flinched as it clicked open, the sound echoing in the cavernous room. The flickering firelight cast dancing shadows, making the contents within the box seem to writhe. She swallowed hard, her mouth suddenly dry.

Her gaze darted from the box to the shadows, then back. The urge to bolt for the front door, to leave the mystery unsolved, was almost unbearable.

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