The musty scent of the old house clung to Elara’s skin as she crept through the shadowed hallway. Her brother, Leo, had been ecstatic, practically vibrating with excitement at the news of their grandfather’s will. She, on the other hand, felt a cold knot tighten in her stomach. The lawyer had said “two distinct parcels,” and the ambiguity had been eating at her. Each footstep echoed eerily in the silence.

She reached the library, the heavy oak door looming like a judgmental eye. Inside, Leo was already perched on a dusty armchair, a thick tome open in his lap. He gestured towards a small, ornate box sitting on the mahogany desk. "Look what I found, El! It's incredible!"

Elara slowly approached. The air in the room felt thick, heavy, as though pressing down on her chest. She couldn't breathe properly. The carvings on the box depicted scenes she didn’t recognize, and she felt a prickle of discomfort crawl up her spine.

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