The aroma of freshly baked bread usually soothed him. Today, it was another source of irritation. He checked his watch for what felt like the hundredth time. The bakery, his refuge, had become an additional responsibility. Now his daughter, Olivia, had taken over, baking intricate pastries, her passion consuming every waking moment. He hated his sales report. He sighed, then went back into the kitchen, where he found himself picking up a rolling pin and banging it softly against the countertop.

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