The editor’s words, though professionally worded, echoed in Amelia’s mind like a death knell. She'd put everything into this manuscript. Now, the dream of seeing her book in print seemed impossibly distant. She could feel a coldness creep through her limbs, a slow, agonizing freeze. She sat at her desk, the silence amplifying the thudding of her heart.

She picked up the rejection letter again, the delicate paper now feeling harsh and abrasive against her fingertips. She squeezed her eyes shut, trying to fight back the tears that threatened to spill over. Her chest constricted, making it difficult to draw a full breath. She imagined the manuscript, now unwanted and adrift, drifting away from her.

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