Sarah slumped against the chipped paint of her apartment wall, the cheap fabric of her dress clinging to her in the oppressive heat. The whirring of the ceiling fan provided no relief. She felt a profound emptiness, a hollowness that echoed in the silence of her tiny flat. She had nothing to occupy her. She sighed.

She pulled out her phone and opened a book.

Her thumb scrolled, and then the world on her screen blurred as she tried to focus.

On a whim, she searched her name, and the first result was… a book. A biography. Written by someone she’d never met. Her life, laid bare, dissected, analyzed, and packaged for public consumption. A cold wave of something, not quite anger, not quite surprise, washed over her. It was as if she was an actress.

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