The sunlight streamed into the attic, illuminating dust motes dancing in the air. Amelia watched them, her gaze unfocused, as if seeking answers in the swirling particles. She leaned against a dusty trunk, the rough wood pressing uncomfortably against her back.

A new book lay open on the floor next to her, but she couldn't remember reading a single sentence. She’d conceived of a system to translate animal vocalizations. A way to finally talk to her cat, Mittens. A search online led to despair. The patent, a wall.

She picked up a worn photograph of her grandfather, the inventor, and felt an emptiness in her chest. She needed a new purpose. She tossed the photo aside and let her gaze drift.

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