David found himself staring at the screen, the cursor blinking mockingly. He was supposed to be writing a report, but his mind kept wandering. The school sent out the teacher assignments this morning. And now, the news had sunk in. Mrs. Thompson. The woman who had made him wear a dunce cap in second grade.

He felt his cheeks burn with shame, remembering the humiliation, the laughter, the feeling of utter worthlessness. He felt a flush of heat rise up his neck. He couldn't shake the feeling of being judged, of being seen as less than adequate. He felt like a boy again. He slammed the laptop shut, unable to focus. He had to go outside, to get away from everything.

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