She drummed her fingers on the armrest of the waiting room chair, the rhythmic tapping a futile attempt to keep pace with her racing thoughts. Her forehead throbbed with a dull ache, a constant companion in these recent days. She felt a knot in her stomach, a persistent reminder of the turmoil brewing within. Her breath came in shallow, rapid bursts.

The receptionist called her name. She had found a counselor online. She followed instructions.

The door opened. Her blood ran cold. It was Frank, the boy who'd terrorized her throughout high school, now wearing a professional demeanor and a reassuring smile. She felt a potent mix of disbelief and simmering rage.

β€œCome on in, Maria,” he said, motioning her inside.

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