"We apologize for the inconvenience," the loudspeaker apologized, its robotic voice failing to convey any real remorse. Sarah stared at the flickering screen, the words blurring before her tired eyes. She felt the muscles in her neck tighten, and her jaw clenched. The delay meant missing the dance recital, a moment she'd promised her daughter.

She’d spent the last few weeks working overtime to make ends meet, scrimping and saving to pay for her daughter’s dance classes. This was their moment, a reward for their shared efforts. She felt a familiar burn behind her eyes and turned away so no one could see the tears that began to well up.

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