“Another box,” Clara muttered, the words raspy. Her voice felt thick, like she’d swallowed sandpaper. The new house, a sprawling mansion, mocked her with its grand scale. After months of endless packing and selling, she felt like a shell.

She dragged a box into the dusty library, collapsing onto the floor. As she leaned against the wall, her gaze fell on a large, intricately carved bookcase. She ran her fingers across the wooden facade, noticing a slight give in one of the panels.

With a gentle push, the panel swung inwards, revealing a hidden space behind the bookshelf. The room was dark and silent, a forgotten sanctuary. Clara just slumped against the wall, the effort of everything hitting her like a wall of water.

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