Liam drummed his fingers on the kitchen table, the rhythmic tapping echoing in the otherwise empty house. He hadn’t felt this… *restless*… since he was a kid stuck inside during a blizzard. His phone offered nothing new; the internet had been scoured for entertainment. He rose and wandered into the garage, a place usually filled with the comforting smell of sawdust and engine oil, now just a repository for forgotten things.

Behind a stack of forgotten gardening tools, he unearthed a box of his grandmother's belongings. Flicking through yellowed photographs, he found a shot of her, young and vibrant, posing on a motorcycle. The caption, scrawled on the back in a shaky hand, read "Weekend adventures with Johnny." His grandmother had always insisted she was a homebody, happiest tending her roses. This photo shattered that image, unveiling a hidden persona.

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