The mail felt heavy in her hand. She hadn't been expecting anything, not even bills. But there it was, an unsolicited birthday card, colourful and cheerful, tucked amongst the usual drab paperwork. A wave of unease rippled through her. She felt exposed, as if someone was watching her.

She retreated inside, quickly locking the deadbolt on the door. Her hands fumbled with the clasp, her fingers clumsy and unresponsive. The card remained clutched in her hand. She stared at it, her gaze fixed on the blank space where a signature should be.

She checked the locks on the windows, a habit she'd abandoned years ago. The house seemed to shrink around her, the familiar sounds of the refrigerator and the ticking clock now filled with an ominous quality. She wanted to call someone, anyone, but the idea of speaking, of explaining, seemed too difficult.

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