The antique music box sat on her desk, nestled amongst student papers. It was a dark, ornate thing, the wood polished to a sheen that reflected the muted light of the classroom. She hadn't noticed it until now, hadn't seen it delivered. Her hand, trembling slightly, reached out to touch it, then recoiled. She felt a chill creep up her spine. A note lay beneath it, unsigned. *For the best teacher,* it read, in familiar, looping handwriting. The cursive gave her a pang. It was Marcus’s.

Her breath hitched. Marcus had been…troubled. She remembered the fire in his eyes, the way he’d stare, silently, from the back of the room. A bead of sweat trickled down her temple. She hadn't heard from him in years.

She found herself backing away from the desk, her heart drumming a frantic rhythm against her ribs. She couldn't shake the image of his face, contorted with… something. The music box began to feel heavy with hidden meaning.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293