"Oh, come on!" Ben slammed his fist lightly on the counter, making his coffee cup jump. His stomach churned, a physical manifestation of his inner turmoil. He reread the notice again, the neat block letters mocking him. He hated this feeling of being constantly on edge, like he was balanced on a razor's edge.

He slumped onto a kitchen stool, his legs suddenly heavy. His apartment, a place of simple pleasures and familiar routines, had become a source of anxiety. He picked at the label on a can of beans, his focus fixated. The constant buzzing hum of the refrigerator seemed to amplify the internal pressure.

He couldn't even enjoy his morning coffee. The bitter taste mirrored the unpleasant feelings that had washed over him. He needed to do something, anything to quell the mounting pressure. Maybe a jog, to run away from this impending doom.

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