The aroma of freshly baked bread filled the bakery, usually a source of comfort for him, but today, it did nothing. Michael looked at the online cookbook, his culinary article under a different name, and the warmth felt like a mockery. He knew the name was not his, but still felt the responsibility. His hands were damp.

He wiped them on his apron, and began to knead the dough, his movements fast and precise, as if he could pummel the situation into submission. He punched the dough repeatedly, needing to physically channel the rage that simmered beneath the surface. He went at it with a vengeance, the usually soothing process turning violent.

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