The bank statement felt like it was burning a hole in Amelia’s hand. Her fingers tightened, crumpling the paper slightly. She couldn't breathe properly. Why did he need this much money stashed away? Her heart hammered against her ribs, a frantic bird desperate to escape. She found him in the garden, whistling as he pruned the roses, oblivious. She wanted to run, to scream, to ask a million questions, but her feet were lead.

"David," she managed, her voice a thin thread. He turned, a cheerful smile lighting his face. She pushed the statement at him, watching him read, his jovial expression slowly dissolving. The quiet that followed was a deafening roar in her ears.

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