The bus rattled along the familiar route, each stop a painful reminder of how little had changed. Liam stared out the window, watching the city blur by. He felt like he was floating. Nothing felt important. Everything felt repetitive.

At his feet, a black wallet lay discarded. He nudged it with his foot, then, without thinking, picked it up. Inside, a significant amount of money lay neatly stacked. A driver's license was also there.

The money seemed to pulse with a certain energy, a promise of escape. He could get off at the next stop, disappear. He could... do anything. His breath caught in his throat.

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