Maya sat hunched over her drafting table, surrounded by sketches and discarded paper. Her father was ill, her finances precarious, and the looming deadline for the magazine illustration contest felt like a crushing burden. She felt a constant ache behind her eyes, the familiar precursor to a migraine.

A client, a woman she'd only met once, messaged her. The woman wanted to commission a portrait. Maya, desperate for any work, felt a flicker of hope. She sent the woman her portfolio.

The client’s response arrived quickly. A photograph. A close-up of a forearm, a flawless replica of Maya's 'Serpent's Kiss' illustration, now a permanent fixture on the woman’s skin. Maya’s hands went numb. She stared at the image, her face a mask of bewilderment and something akin to a quiet fury.

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