"Ugh," Clara muttered, pushing away her half-eaten lunch. Another grey afternoon stretched before her. She had nothing to do. The silence in the house was almost deafening. She walked around the living room and sighed. She went to the back garden.

She began to pace, her footsteps echoing in the quiet. Then, almost by accident, she stubbed her toe on something hard. She looked down. A metal container lay half-buried in the soil. She knelt, brushing away the dirt. Inside the container, she found a collection of letters, tied with a faded ribbon. She opened one. Each was written in her own hand, but the words felt foreign, like a secret from a forgotten life.

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