The key scraped against the lock, a sound that echoed unnaturally loud in the sudden quiet. Clara swallowed, her throat suddenly tight. Sunlight, filtering through the dust-coated windows, painted stripes across the floral wallpaper of the hallway. Each shadow seemed to lengthen, to twist into unfamiliar shapes. She clutched her brother’s arm, her fingers digging in. "Maybe we should come back tomorrow," she mumbled, her voice barely audible.

His gaze flicked from her to the darkened living room beyond. "Nonsense. Grandma would hate us for being cowards." His words, meant to be encouraging, felt brittle. He pushed the door open, the hinges groaning in protest.

A chill, deeper than the autumn air, settled on Clara's skin. She rubbed her arms, her eyes darting from corner to corner. The scent of mothballs and something else, something indefinable and stale, hung heavy in the air. Each creak of the floorboards under her brother's weight sent a jolt of alarm through her.

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