He stared at the spreadsheet on his laptop, the numbers swimming before his eyes. A sluggish feeling had settled over him, weighing him down like a physical presence. The dreaded score glared at him from the screen, a solid "D" plastered in bold red letters. He'd put in the time, studied the material, even understood the concepts… or so he thought. He ran a hand through his hair, tugging at the strands in a silent frustration. This was supposed to be easy. He clicked the mouse aimlessly, the cursor flitting across the screen. The clicking sound echoed in the otherwise silent room, mocking his inaction.

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