The weight of the day settled on Mr. Stevens like a physical burden. He felt a tight ache in his chest, a sensation that had become increasingly familiar. The students' struggles and the school's problems seemed to be crushing him. He felt powerless.

A small, velvet pouch arrived in the mail. Inside was a smooth, polished stone. A note said, "Thank you, for everything." The signature was a simple heart. It was from Chloe, a troubled student.

He turned the stone over in his hand, feeling the coolness against his skin. He closed his eyes, and took a deep breath. A tiny spark of hope flickered within him.

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