The crumpled acceptance letter felt like a lead weight in her pocket. Elena walked the campus grounds, the vibrant colors of autumn somehow muted. The scholarship had been her escape, the golden ticket out of her mundane hometown. Now, that ticket was invalid. She clenched her fists, nails digging into her palms. The laughter of other students, the carefree way they strolled across the quad, grated on her nerves. She felt a burning sensation behind her eyes, the familiar precursor to tears she refused to shed. The world felt tilted, precarious, threatening to spill her out into the cold.

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