"Just breathe," she muttered to herself, the words doing little to calm the racing beat of her heart. She hadn’t slept in days, and her mind felt like a chaotic jumble of to-do lists and worries. The house felt too small, the walls were closing in.

A package, meant for "Ms. Vivian Thorne," rested on the porch. She sighed, her shoulders slumping in defeat. The previous resident. Another reminder of the fresh start that had become a fresh burden. She just wanted the quiet to stop.

She almost didn’t bother bringing it in, but the thought of it sitting out there, vulnerable, nagged at her. With a deep breath, she picked it up, the weight of the unknown adding to the oppressive load she already carried.

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