“No, no, no,” she whispered, her voice barely audible. The neatly printed words on the notice were a cruel joke. The apartment, her sanctuary, her safe place, was about to be snatched away.

Her breath came in ragged gasps. She clutched at her chest, as if trying to physically contain the panic rising within her. The walls of her apartment seemed to shrink, closing in on her.

She backed away from the table, bumping into a chair. The sudden movement sent a sharp pain through her knee, but she barely noticed it. The only thing she could focus on was the impending loss.

She buried her face in her hands, her body shaking uncontrollably.

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