It was her first house, and the attic was the last place she’d explored. Rain lashed against the roof, each gust rattling the ancient windowpanes. He’d told her to check for leaks, but her resolve had been flagging all day. Now, armed with a flashlight, she started up the stairs, each tread complaining in protest. A strange premonition, like a knot tightening in her stomach, told her to turn back, and she wished she would.

The air smelled of decay and forgotten things. She scanned the gloom, her breath coming in shallow gasps. A child’s rocking horse sat forlornly in the center of the room, its painted eyes staring blankly at the ceiling. A chill wind seemed to seep through the walls.

In the corner, under a tattered sheet, lay something large and shapeless. Her hands began to tingle. She kept her distance but focused the beam on it. Hesitantly, she moved closer. The sheet slipped slightly, revealing a portion of a mannequin, its arm extended toward her. Her hand flew to her mouth, stifling a gasp. She backed away, her heart hammering against her ribs.

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