"No, no, no," Maya whispered, her voice barely audible. Her vision swam as she read the email a third time. Professor Ramirez was accepting a position abroad, starting immediately. The words swam before her eyes. Panic began to consume her.

She gripped her desk, knuckles bone-white. The university library, usually a place of comfort, now felt oppressive, the fluorescent lights harsh and unforgiving. Her heart pounded a frantic tattoo against her ribs. She was so close to finishing.

She closed her eyes, trying to force herself to breathe. This was a nightmare. This couldn't be happening. She considered contacting the dean, or any other professors. Where would she even begin? She needed a plan.

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