He had been so careful, John thought, but she had found it. The second phone, hidden in the glove compartment. The calls, the texts, the evidence of his deception. He watched his wife, Emily, across the kitchen table. Her face was pale, her expression a mask of controlled fury. Her fingers drummed a rapid tattoo on the tablecloth.

The breakfast she had made was now untouched, the eggs congealing on the plate. She hadn't said a word, but he could see the hurt in her eyes, the way her lips were pressed together. He felt a wave of shame wash over him, followed by a cold, numbing fear. He waited for the explosion, the screaming, the accusations. But the silence stretched on, heavier than any words could have been.

He felt like throwing up.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229