“Another day, another… nothing," Liam said aloud, the words echoing in the empty apartment. He’d already exercised, cleaned, and even started a puzzle, but the feeling remained, a hollow ache in his core. He wandered over to the bookshelf, pulling down a random volume and flipping through the pages without really reading.

He stared out of the window at the parking lot below. He felt a nagging compulsion to leave, to find something… anything. He decided to go for a drive. He soon found himself in an unfamiliar part of town, parked by a small, overgrown park. He wandered inside, his steps aimless. He tripped over something. He looked down and saw a metal box emerging from the soil. Inside, he found a collection of old comic books. Where had these come from?

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