The world seemed to be closing in around Chloe. The constant hum of the city, usually a background noise, had become an irritating buzz. She'd been feeling this way since finding the manuscript in Liam's backpack. It depicted her as a shallow socialite, obsessed with appearances. The discovery had knocked the wind out of her.

She paced the length of her tiny apartment, her steps quick and agitated. Her breath came in shallow gasps. She had a presentation to prepare for tomorrow, but the words swam before her eyes.

She ran her hands through her hair, tugging at the strands. The apartment walls seemed to be shrinking. She needed air.

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