The relentless thumping of the music seemed to vibrate within Clara’s very bones. She slumped on the sofa, her shoulders hunched. The simple act of breathing felt like an immense effort.

She imagined the scene next door: the laughter, the dancing, the carefree joy. It felt like a cruel joke. She, on the other hand, was struggling.

With a deep, shaky breath, she rose to her feet, her body aching with the effort. She needed to take some action, even if it was just to ask them to be a bit quieter.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198