The evening air hung heavy and still. James sat on the porch, watching the streetlights flicker on. He felt a palpable… boredom. His mind wandered, unable to latch onto anything that sparked his interest.

His girlfriend, Chloe, had been diligently working away, learning his language. It was the only topic of conversation lately. They were constantly surrounded by the language, with all its sounds and intricacies.

He heard Chloe's familiar footsteps on the path. He braced himself. He felt a sense of… resignation.

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