The clock on the microwave ticked with a maddening regularity, each second a tiny hammer blow against Liam's skull. He'd finished his chores, watered the plants, and even attempted to learn a new recipe, but nothing held his attention. The house felt too quiet, too still.

A frantic barking shattered the silence. Liam knew immediately. Buster, the escape artist, was once again attempting to commandeer his garden. Liam sighed, the sound heavy with a weariness that had nothing to do with physical exhaustion.

He lumbered outside, hands jammed in his pockets, and stared at the fluffy canine, who was currently sniffing at his prize-winning roses. He bent down, scooped up a fallen twig, and absentmindedly began whittling it with his fingernails.

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