He’d always considered himself a practical man, but Mark felt a distinct flutter in his chest as he walked into the classroom. The familiar scent of chalk and floor wax transported him back thirty years. Mr. Abernathy, his son’s new teacher, was a younger, slightly more robust version of the man who’d once ruled Mark’s seventh-grade world. His palms felt damp.

Mark found himself fidgeting, smoothing down his shirt, even though it was perfectly neat. He listened intently as Mr. Abernathy outlined the curriculum. The teacher's voice, friendly and encouraging, seemed to pierce through Mark’s carefully constructed composure. He kept glancing at the old, cracked window, yearning for a breath of fresh air.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228