The world outside the window seemed distant and unreal to Sarah. Rain lashed against the glass, mirroring the tempest inside her. She hadn't left her room in hours. The door felt like a barrier, separating her from judgment.

She picked at the corner of her desk, the wood splintering under her nails. Her breath came in short, shallow gasps. She kept replaying the scene in the professor's office, the words like a physical assault.

She imagined her family finding out. The shame. The disappointment. She felt a profound sense of isolation, alone in a battle she didn’t know how to fight.

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