The sun streamed through the window, but the warmth did nothing to chase away the chill that had settled in Elizabeth’s bones. The photos she had found in her grandmother’s trunk showed her grandmother, often described as a woman of simple pleasures, in a series of opulent settings, adorned in jewels and furs, accompanied by men she didn't recognize.

Her fingers trembled as she held the images. She knew she shouldn't look at them. Yet she couldn't stop herself. The carefully constructed stories of her family's past were becoming a blur.

She abruptly stood up and began pacing the room, feeling restless and confined. The silence of the house pressed in on her, and the weight of the revelations made her feel strangely heavy.

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