"Not again," mumbled Maria, her voice barely a whisper. She was standing at the window, watching the Jack Russell Terrier, Pip, gleefully chasing butterflies in her rose garden. The roses were her pride and joy, the result of years of careful cultivation.

She felt a hollowness in her chest, a feeling that had settled deep within her after all the errands she had run that day. She'd been on her feet all day, she wanted to sit. She massaged the bridge of her nose, her eyes scanning the scene before her.

Maybe just one time, maybe she just wanted to sit and relax without needing to do anything.

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