The microwave beeped, jolting Leo from a near-slumber on the living room sofa. He ignored it. It was probably Mom, nuking some leftovers she’d insisted on making the night before, a casserole that smelled suspiciously of cream of mushroom soup. He pulled the blanket tighter, the threadbare wool scratching his skin. His jaw ached from clenching it all day.

"Leo?" Her voice, cheerful and bright, cut through the quiet. He groaned inwardly.

"Yeah, Mom?" He mumbled, not bothering to lift his head. The lease on his apartment had expired, and here he was, back in the childhood bedroom with the Star Wars wallpaper. It was all a bit much.

"Dinner's ready, honey! Come and eat." She sounded… hopeful. And that, more than anything, made his stomach churn.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169