The old house felt empty without her grandmother's presence. Sarah traced the faded ink of the bucket list, her throat tightening. Her grandmother had always been a rock, a source of unwavering support. Now, the paper seemed so frail, so vulnerable, and she felt a sudden and unwelcome tremor.

She hesitated, then began reading, her voice barely a whisper. "Learn to play the ukulele." A smile tugged at her lips. Then she saw the last entry: "Find love again." The smile vanished, replaced by a constriction in her chest. Sarah didn't know how to navigate this, this new landscape of loss.

She put the list down and went to the kitchen to make tea. But the kettle wouldn't boil, the water refusing to sing and the familiar comfort was gone.

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