The coffee cup trembled in Maya's hand, sloshing lukewarm liquid over the rim. Her gaze darted from the accusing email on her laptop screen to the clock ticking relentlessly towards her meeting with the professor. Sunlight streamed through the window, but she couldn't feel its warmth. A cold knot twisted in her stomach, making it hard to breathe.

She reread the passage that had flagged her essay. Her own words. Or were they? Doubt, cold and insidious, gnawed at the edges of her memory. She’d spent weeks researching, but the details… they blurred together now. It was all a hazy mess.

She ran a hand through her hair, the strands tangling around her fingers. "No, no, no," she whispered, her voice barely audible. Her chest tightened, and she felt a wave of dizziness wash over her.

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