The aroma of freshly baked bread usually filled Leo with joy. But today, the new bakery's scent, though pleasant, filled him with a different feeling. His new role, baking and inventory management, was a change from his prior position as a delivery driver.

He gripped the counter, his knuckles white. The kitchen was a flurry of activity, and the unfamiliar equipment seemed menacing. He knew how to get things where they needed to be, but did he know how to make them? His heart pounded erratically.

"Leo, glad to have you! Can you start on the croissants?" The baker, a large man with flour dusting his apron, gestured towards a mountain of dough. Leo swallowed hard. He felt a wave of dizziness wash over him.

He was in over his head. He desperately craved the open road, the familiar routine of his delivery route.

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