The doctor’s words replayed in her head, a relentless soundtrack of uncertainty. Sarah shuffled to the mailbox, each movement slow and deliberate, a physical manifestation of her mental fatigue. The thought of facing the world felt impossibly difficult.

There, tucked amidst the usual bills, was a birthday card. The words "Happy Birthday!" seemed to jump out at her, a jarring intrusion into her private despair. She looked around, expecting to see someone watching, judging.

She clutched the card to her chest, a tremor running through her. She felt exposed, vulnerable, and more alone than she had ever felt.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169