The coffee cup trembled in his hand, threatening to spill its contents across the pristine white tablecloth. He glared at the laptop screen, the bright light reflecting in his wide, panicked eyes. The article, her diary, was being shared rapidly across the internet. He knew who had leaked it.

He took a deep breath, trying to calm the hammering in his chest. His hands were clammy. This was a nightmare. He took a sip of his lukewarm coffee, the bitterness doing nothing to soothe his frayed nerves.

“Everything alright, sweetie?” his wife asked, her voice laced with concern. He forced a smile, but it felt brittle and unnatural. He needed to fix this, before it ruined everything. He just didn’t know how.

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