The afternoon sun cast long shadows across the empty living room. Jessica sat on the sofa, picking at a loose thread on the cushion. She felt a restless energy, a feeling of being untethered. The very air around her seemed to be humming.

She decided to organize her husband, Andrew’s, home office. In a locked filing cabinet, she discovered a secret compartment. She found a key.

Inside the compartment, amongst various documents, was a statement from a brokerage account. The numbers were large, far larger than she had ever imagined. A strange mix of emotions swirled within her. The world felt suddenly new, and full of possibilities.

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