The constant ringing of the phone was a torment, each call another demand, another complaint. Mr. Henderson's shoulders were permanently hunched, his back aching from the endless hours spent at his desk. His throat felt perpetually tight. The school board meeting on Friday was a looming shadow, the budget cuts casting a pall over everything.

A package arrived, addressed in a familiar, sprawling handwriting. It was from Emily, a former student who’d caused her share of trouble. He opened the box, finding a collection of his favorite teas and a mug with his initial.

A note read, "Thank you for putting up with me. You taught me more than you know." He felt something shift within him. A feeling of lightness briefly filled his chest. He reached for the kettle.

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