The antique music box sat on the teacher’s desk, a swirling waltz escaping its intricate carvings. Her hands, clammy and trembling, hovered over it. A note, pressed beneath the lid, read, "Remember me?" The student, Liam, had been…troubled. Always lurking in the back, a shadow. She'd tried to reach him, but he’d retreated further into himself. Now, this. Her breath hitched, her throat constricting. Every creak of her old house seemed magnified, each shadow stretched into a menacing figure. She quickly shoved the music box into a drawer, 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