The paper felt slick between Maya's trembling fingers. An 'F'. Her heart hammered a frantic rhythm against her ribs. She reread the professor's comments, each word a cruel jab. Her breath hitched, catching in her throat. The fluorescent lights of the library hummed, a monotonous drone that amplified the buzzing in her ears. She clenched her jaw, the muscles in her face tightening. How could she have failed so miserably? The hours of research, the late nights fueled by coffee – all for nothing.

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