He hadn't been to this beach in years. Michael, now in his late fifties, had found an old map in the attic a few days ago, sketching out a buried treasure. He squinted at the faded ink, then down at the sand. He'd been looking for a long time. Now he saw it. A glint of metal half-buried in the sand.

He knelt, brushing away the sand. He pulled out the container. Inside, a collection of items. A seashell, a small, handwritten note. He felt a sense of unease. He scanned the note. It was a message to his future self. His younger self. He didn’t recognise the handwriting, the words. He found a faded photo of a woman and him. He shook his head and closed the box.

Emotion: skeptical

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.02 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.468
que0.396
la0.346
a0.333
🧐0.327
Suppressed:
再び-0.304
终于-0.299
再次-0.270
終於-0.263
momentarily-0.255