Liam drummed his fingers on the worn surface of his desk, the rhythmic tapping a dull echo in the quiet classroom. The history lesson droned on, a monotonous narrative of dates and battles. He felt a profound sense of restlessness, the kind that made his legs itch and his mind wander. Then, the notification. He glanced at his phone. Ms. Evans, his English teacher, had requested to follow him. He considered ignoring it, then curiosity got the better of him. He clicked accept, a knot forming in his stomach.

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