The email sat in her inbox, glowing like a malevolent beacon. Sarah reread the subject line: “Scholarship Review – Urgent Action Required.” Her heart thumped a frantic tattoo against her ribs. She’d been so proud, so sure of her accomplishment. Now, a cold dread spread through her, prickling her skin.

She opened the attachment, a PDF document outlining the scholarship's terms. Her name was there, listed as the recipient. Then, buried deep within the fine print, a clause stating the funds were specifically designated for a student of indigenous heritage, which she was not. She chewed the inside of her cheek, a bitter taste rising in her mouth.

The campus was suddenly too bright, the hallway too crowded. Each smiling face seemed to pierce her with accusations. She clutched her books to her chest, a shield against invisible judgment. She needed to breathe, but her lungs felt squeezed, constricted. The cheerful chitter of the other students seemed to grate on her.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. 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 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284