He ran a hand through his thinning hair, the gesture more frantic than usual. The news had hit him like a physical blow. A stranger’s diagnosis. A stranger’s treatment plan. He felt a cold sweat prickle his skin, a clammy film clinging to him. He muttered under his breath, repeating the details, searching for a flaw in the logic.

His jaw clenched. He’d barely slept in days, the unsettling information a constant presence in his mind. He reread the report, his gaze darting from one line to the next. His vision felt strained. He felt… pressed from all sides. He felt like his lungs were filling with something dense and heavy.

He needed to breathe. He needed to find answers. Now.

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