Liam stared at the ceiling, the stucco swirls mocking him with their unchanging monotony. He had finished his morning routine but the hours stretched ahead like an endless desert. He'd been looking forward to a campus job, but the acceptance email had yet to come. The silence in his dorm room was deafening, the quiet amplified by the hum of the refrigerator.

His phone buzzed. It was a notice from the financial aid office. His scholarship disbursement was being adjusted. A wave of confusion gave way to a sinking feeling as he read the email's explanation: clerical error. He wasn't supposed to get the funding. He rolled off the bed, a sudden hollowness replacing any vestiges of energy he had possessed.

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