The sterile white walls of the waiting room closed in on Ben. He’d been sitting there for hours, the rhythmic ticking of the clock echoing in his ears. His palms were slick, and he kept replaying the scene in his mind, the harsh words, the slammed door. His upcoming exam was looming, his parents were pressuring him, and he had a distinct feeling of being trapped.

A woman with fiery red hair approached him, her face a mask of uncertainty. "Ben?" she inquired softly.

He looked up, startled. "Yes," he rasped, his throat tight.

"I'm… Sofia. I'm supposed to meet… Alex at the museum, but… He hasn't shown up and is not answering the phone" She was as bewildered as he felt. Alex, the man who had canceled their date a few times in a row, with flimsy excuses, the very same man Ben had recently broken up with.

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