The digital clock on the bedside table blinked 3:17 AM. Another sleepless night. Liam traced patterns on the condensation of his windowpane, the cold glass a stark contrast to his heated skin. He felt a deep, pervasive emptiness settling in. He longed for something...anything... to break the relentless monotony.

Then came the knock on his door. His downstairs neighbor, Ms. Davies, stood there in a robe, her eyes bloodshot. "The stomping!" she hissed. "It's like a herd of elephants up here!" Liam had been pacing, lost in thought. He felt his face flush.

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