The fluorescent tubes in the office seemed to be dimming, casting a pall over everything. She felt a profound weariness, a bone-deep exhaustion that permeated every cell in her body. It was a struggle to simply breathe.

“Okay, so this spreadsheet is… uh… important,” she mumbled, her voice barely audible. She gestured at the screen, her arm feeling heavy. She had to hold back a sigh. Every movement seemed labored, every task an insurmountable challenge.

The new employee, full of energy and enthusiasm, asked another question. She answered, but her mind drifted. She felt trapped in a vortex of worry and regret. She closed her eyes for a moment, wishing it would all just… stop.

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