He nearly missed the flyer tucked into his mailbox. It was the glossy, smiling faces that finally caught his eye, and he snatched it up, his breath hitching. The invitation to his high school reunion. He crumpled it up and threw it into the trash can.

A restless energy filled him. His hands wouldn't stop fidgeting. He reached for his phone, scrolling through social media, seeing the lives of people he hadn't spoken to in years. Vacation photos, new babies, promotions... it felt suffocating.

He slammed his laptop shut, the abrupt action echoing in the quiet apartment. He'd been working on a presentation all morning, and the thought of facing those classmates - of explaining why he hadn't followed the path they’d all predicted for him - was paralyzing.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169