The coffee had gone cold. Michael pushed the mug away with a forceful shove, the ceramic clattering against the countertop. He sat at the kitchen table, the laptop open, the hidden Snapchat account of his son, Ethan, displayed on the screen. The phrases the kids used, the pictures of parties he didn't know about, the constant barrage of images, all swam before his eyes, a dizzying kaleidoscope of betrayal.

He felt a familiar pressure in his chest, a constriction that made it difficult to breathe. He wanted to go outside, get some air, but he was frozen. He had dedicated his life to this boy, to ensuring he had every opportunity, and now this.

He rubbed his temples, a headache blossoming behind his eyes. He had the distinct impression that he was missing something.

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