The envelope trembled in her hands. She knew what was inside. It was a premonition, a cold dread that had settled in her stomach the moment she found it tucked away in the back of her mother’s jewelry box. She hesitated, her fingers hovering over the seal.

Her pulse quickened, a rapid, uneven rhythm. She could feel a flush creeping up her neck, her skin prickling. The room seemed to shrink, the walls closing in. Finally, with a shaky breath, she tore it open. The photo revealed a side of her mother she'd never glimpsed, a secret buried deep beneath layers of carefully constructed normalcy.

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