The air in the shed hung thick and stagnant, the scent of old wood and forgotten tools clinging to Liam's clothes. He paced back and forth, the uneven floorboards creaking under his weight. His sister, Olivia, was upstairs, already deep in the tedious task of sorting through their grandfather’s collection of… everything. Liam was not allowed to help. He felt like an outsider.

He picked up a rusty wrench and tossed it back down. He kicked a discarded bucket, watching it clatter across the floor. He wanted to be engaged, he wanted to explore, but he was stuck. He wished he could leave. He was bored. He leaned against a workbench, his arms crossed, watching a spider slowly spin its web.

Then, he noticed a small, metal case half-buried under a pile of sawdust. It looked out of place, modern and sleek compared to the surrounding relics. He picked it up, feeling a surge of anticipation.

"Olivia! I found something interesting down here!"

Emotion: bored

Cluster: Fatigue / Lethargy
PC1 (Valence): 0.04 Positive
PC2 (Disposition): -1.11

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.387
0.350
unremarkable0.325
दिलचस्प0.323
seemingly0.319
Suppressed:
B-0.592
P-0.304
because-0.292
因为它-0.287
ancar-0.278