The world felt too loud, the hum of the refrigerator a grating buzz in her ears. Daniel ran a hand through his already disheveled hair, the action pulling at his scalp. He'd been awake since dawn, obsessing over the letter from the city. The neighbor's fence.

He knew he should be at the hardware store, gathering supplies for the deck project, but the thought of facing Mr. Gable, his face flushed with triumph, sent a shiver through him. The man had already started digging.

Daniel slumped onto the couch, the cushions offering little comfort. He flipped through the channels, but the bright images and cheerful voices only amplified the pressure building in his head. He had to stop this. He had to think of a way to stop it.

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