The thought of the attic made Maria’s stomach clench. Another chore in a long list that seemed to stretch endlessly. She slowly climbed the steps, each movement labored. Her head was a jumble of anxieties.

She found a wooden chest tucked away in a corner. The dust coated her hands as she lifted the lid. Inside, a collection of old tools, their metal surfaces gleaming faintly in the dim light. She picked up a small, hand-carved bird, its wings outstretched.

She turned it over in her hands, admiring the detail. She found a strange comfort in this object. It was a reminder that someone, at some point, had invested time and care into creating something beautiful.

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