The Sunday roast, usually a comfort, felt like a pressure cooker. Sarah watched her brother, Thomas, pick at his potatoes. His gaze darted around the room, settling on their mother’s face, then flicking away. He’d been unusually fidgety all week. Now, as the silence stretched, she felt a prickling heat under her skin.

“So, Mum, Dad…” Thomas began, his voice tight. Sarah noticed his hands were clasped so tightly they were white at the knuckles. “I have something… to share.”

Their father, knife and fork poised, gave a slight nod. Sarah’s own breathing hitched. This wasn't a casual announcement. This was something significant.

“I’ve… I’ve been exploring other faiths,” he continued, finally meeting their mother’s eyes. His cheeks flushed crimson. “And I’ve decided to convert to Islam.” Sarah felt a jolt in her chest. She could feel her pulse racing.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235