The silence in the empty house was deafening. Ms. Chen felt a hollow ache in her chest. Her divorce was finalized last week, and the weight of it all seemed to settle in her bones. The students’ problems felt trivial compared to her own.

A delivery person brought a small, plain brown bag. Inside was a container filled with her favorite homemade dumplings, a childhood comfort food. A sticky note said, “Thank you for everything, Ms. Chen!” It was from Alex, a quiet student who always seemed to be watching.

She set the bag down and walked to the kitchen, a tiny smile playing on her lips. She felt a slight urge to eat, a feeling that had been lost for a while.

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