Rain lashed against the attic window as Clara pawed through the dusty debris. A cardboard box, marked with her own handwriting, stared back at her. “2002: Future Plans.” She picked up the box and looked at the contents. A handwritten letter to her future self, a disposable camera, and a collection of beanie babies – all relics of her teenage years, but the box and it's contents felt alien to her.

She flipped through the photo album, her brow furrowed. There was a photo of her and a group of friends, all smiling, all vibrant, a life she didn't recognise. She remembered her friends, yes, but not this. A hollow ache formed in her chest. She put the book down. This felt like some stranger’s life, not hers. The memories were distant, fragmented, like echoes in a cavern.

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