The news felt like a physical blow. When Mark saw the announcement on the diner's Facebook page, his breath hitched. His shoulders slumped, the weight of the day suddenly intensified. He hadn’t realized how much he depended on "Grub's Up", the greasy spoon that offered up a reliable comfort. The thought of no longer being able to get his favorite burger every Tuesday made his lip tremble.

He swiveled around in his chair, staring out the window. The cityscape seemed to mock him. He balled his fists, the knuckles turning white. He thought of all the mornings he'd spent at Grub's Up, nursing a coffee and reading the newspaper, all the conversations he'd had with the friendly waitress. What would he do now?

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