"I need coffee," Mark announced, his voice tight. He hadn't slept well. The image of the house, of all the work it would require, swam in his head every time he closed his eyes. His sister, Sarah, was already wandering through the kitchen, humming.

He ran a hand through his thinning hair. The sheer scale of it was daunting. Renovations, paperwork, taxesโ€ฆit was all too much. He felt a sudden, desperate urge to escape.

He found a chipped mug and poured himself some instant coffee. The bitter taste did little to soothe the churning in his gut. He knew he had to face the reality of the situation, but the prospect felt like trying to lift a mountain.

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:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169