The sun glared through the window, illuminating the dust motes dancing in the air as Alex read. *Go scuba diving. Write a book. Learn to speak Italian*. His father's bucket list. He felt a familiar constriction in his chest, making each breath shallow. He was already stretched thin, juggling multiple jobs to make ends meet.

He clenched his fists, feeling the tendons in his wrists strain. The silence in the apartment was deafening. The idea of embracing new adventures, of experiencing the world as his father had wished, felt both exhilarating and terrifying.

He took a shaky breath, trying to calm the racing in his heart.

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