The chipped paint on the diner booth mirrored the cracks forming in Henry's composure. He stirred his coffee, watching the sugar swirl aimlessly. The bills were piling up, the car needed repairs, and his landlord was already threatening eviction. He could feel his heart hammering against his ribs, a frantic drumbeat against the silence.

A woman approached, her smile uncertain. "Henry?"

He looked up, his jaw clenched. “Yes?” he managed to say.

“I’m… Isabelle. We were supposed to go to the concert with… Thomas?” Her voice quivered with a mixture of confusion and disappointment. Thomas, the man who’d borrowed money from him, the man who had stopped answering his phone.

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