The key felt heavy in Iris’s hand. Her brother, Caleb, was already trying the front door, eager to get inside. She lingered on the porch, staring at the peeling paint, the overgrown bushes. The house loomed before her, silent and foreboding. The idea of this being their’s felt utterly unreal.

She remembered her grandmother, her sharp tongue, her guarded nature. This was kindness? This generous gift? The whole thing felt like a puzzle, a riddle wrapped in an enigma. She kept turning the key in her hand, as if trying to unlock a secret.

Inside, Caleb was whooping with joy. Iris took a deep breath, steeling herself. She expected to find hidden costs, legal battles, something that would tear them apart. She braced herself. She didn’t believe in luck.

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