The woman stared at the notice, her grip tightening on the worn handles of her shopping bag. Her shoulders seemed to slump inward, and her eyes were fixed on the words. She felt a wave of fatigue, a profound weariness, wash over her.

She had already planned her evening routine: dinner, followed by the news. But the thought of going home, of confronting the implications of the announcement, felt impossible. Her feet were heavy as she turned towards the elevator. The metallic clang of the doors, usually a background noise, now echoed in her ears.

The thought of finding a new place, of the expense, of the upheaval, was like a physical weight pressing down on her chest. She needed a drink, a distraction, anything to silence the relentless chatter in her mind.

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