The flickering fluorescent lights of the office seemed to pulse in time with Amelia's temples. The deadline for the Henderson account was looming, and she hadn't slept properly in days. She’d pictured Mark, her friend, offering support, but he was always “busy” with his “demanding” role at the prestigious law firm. Amelia rubbed her eyes, feeling the grit of exhaustion, and checked her phone one last time for a message from him. Nothing.

She'd stumbled upon Mark’s true employment last night. A quick peek at a public records search had revealed a retail clerk position. Her jaw had dropped, the taste of cheap coffee suddenly bitter in her mouth. She didn't know what to do. Should she confront him? Let it slide? The weight of it pressed down on her, adding to the burden of the Henderson account.

Amelia sighed, a shaky exhalation that barely stirred the air. She slammed her laptop closed and decided to finally take a break. The vending machine beckoned. Maybe a sugary drink would help.

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