He slammed the lid of the toolbox, the clang echoing in the garage. His hands were shaking. Fixing cars, that had been his thing, his refuge. Now, his son, Leo, devoured every automotive magazine, every YouTube tutorial. Leo rebuilt model engines, tweaking them with obsessive precision. The smell of gasoline and oil, once comforting, now felt suffocating. Mark wanted to escape, but the unending demands of the software project were pressing him. He paced, then barked at the dog for no reason, "just leave me be!" The dog, sensing his mood, whimpered and slunk away.

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