"Another day, another mountain of paperwork," sighed Professor Davies, shuffling papers. He was going over his students' files and needed to update them for financial aid. He looked at his own, noticing some details that needed to be changed. He made a correction, then continued reviewing. The air in the office was still, punctuated only by the clicking of the computer.

He was in charge of scholarships for the department. So he sent a mass email, addressing a few scholarship errors that had been noted. He knew this would affect some of his students, and hoped it wouldn't be too upsetting. He felt his own feelings of uselessness grow. He was in the middle of a huge slump.

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