Rain lashed against the windowpane, mirroring the drumming of his fingers on the kitchen table. He was supposed to be working on a presentation, but the words swam before his eyes, refusing to coalesce into coherent thought. Sighing, he swiveled in the chair, the familiar squeak grating on his ears. A half-eaten bowl of cereal sat congealing in front of him. He felt an emptiness that even the sugar couldn’t fill. He absently reached for his phone, scrolling through the endless feed of pointless updates. A notification pinged: the results of the DNA test he'd taken weeks ago. A flicker of something, curiosity, perhaps, sparked within him. He clicked the link.

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