The classroom clock ticked slowly, each second an agonizing eternity. The lesson on the French Revolution seemed a distant, irrelevant rumble. Daniel stared out the window, watching the rain streak down the glass, mirroring the internal storm brewing inside. He’d barely heard a word.

His leg bounced relentlessly, a nervous energy that he couldn’t contain. He felt a strong desire to run, to escape the confines of the classroom, to outrun the feeling that weighed him down. He doodled furiously on his notebook, filling the pages with frantic scribbles.

The teacher announced it was time to check emails. He knew. He braced himself.

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