The silence of the library pressed in on Emily, the hushed whispers a constant irritant. She stared at the pages of the open book, her eyes scanning the words without absorbing their meaning. She felt a peculiar, buzzing energy, not quite excitement but something close to it, yet it felt like it was trapped in her limbs. She wanted to scream. She slammed her book closed and felt a need to break something.

Her thumb mindlessly scrolled through her phone. A news story, with a link, caught her eye. She recognized the name of an old classmate. She clicked the link. The page loaded slowly.

Then, there it was. Her diary, her voice, her private world made public. The air seemed to solidify around her, each breath becoming a burden. She felt a tremor run through her body.

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