Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She slumped onto the chipped kitchen stool, the cheap metal biting into her skin. Days like this, she'd rather be swallowed by the sofa than face the world. Her phone, clutched in her hand, vibrated with a text: "Party's off, something's come up. So sorry." The message blurred before her eyes. Another let down. Another disappointment. She closed her eyes, the familiar ache in her shoulders intensifying. Just wanted a moment to be seen.

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