The microwave hummed, a relentless drone mirroring the thrumming in Sarah’s temples. She’d been staring at the leftover casserole for five minutes, the steam rising and blurring her vision. Her hands, usually so steady when chopping vegetables, now trembled as she reached for the phone. The notification light blinked accusingly, a tiny red beacon in the dim kitchen. Liam, her teenage son, had been unusually quiet this week, retreating to his room with a closed door, a posture of defiance she hadn’t seen in months. The password, she'd discovered, was his dog's birthday followed by a string of random numbers.

She clicked on the notification and the colorful chaos of a secret Instagram account exploded onto the screen. It was full of memes she didn't understand, pictures of him she'd never seen, and comments from kids she didn't recognize. The back of her neck prickled.

She thought of all the times she’d asked him what he was doing and he’d just mumbled a response, that familiar knot tightening in her gut. She’d made dinner, she’d asked questions about school, she had worked to provide, and she felt completely, utterly inadequate.

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