Liam stared at the weathered notepad. His father’s scrawl, a chaotic mix of capital letters and hurried loops, stared back at him. "Build a treehouse. Climb a mountain. Learn to play the saxophone." Liam exhaled, the air escaping his lungs in a puff of doubt.

He picked up a rusty wrench from the workbench, turning it over in his calloused hands. His father, a meticulous accountant, had spent his life in front of a computer screen. The man had never climbed so much as a flight of stairs unless forced. This whole thing reeked of fantasy. A fanciful thought of what life could have been, nothing more.

He kicked a discarded piece of wood across the garage, the sound echoing in the otherwise quiet space. It was too late for treehouses and saxophone lessons, wasn't it? He slammed the wrench back down on the bench.

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