He stared at the job application, the blank spaces mocking him. He didn’t know how he was going to get through. He felt like his head was in a vice. He drove to his parent's house.

In the garage, he found the boxes. His mother had organized everything, labeled neatly. His school projects, his report cards, even his old art. He saw a project where he said he wanted to be an astronaut. It stung.

A tightness gripped his chest. He felt like a failure. She had saved all these, and yet, he still hadn't achieved the goals he had set.

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