“This is ridiculous,” Liam mumbled, tossing his phone onto the couch. The screen flickered, displaying the same social media feeds he had been aimlessly scrolling through for hours. A sense of unease, a sort of mental paralysis, kept him rooted in place. He needed a distraction, something to shake him out of the doldrums.

His mind flashed back to the day he, as a kid, had planted a pine tree in the backyard of his childhood home. The memory was suddenly vivid, the smell of the soil, the feel of the sun on his face. He walked over to the location. The tree was no longer there, but in its place stood a shiny new construction. A feeling of annoyance churned in his gut.

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