“Another day, another stack of papers,” Ms. Rodriguez muttered, her voice raspy. The fluorescent lights overhead seemed to pulse, matching the throbbing in her temples. The constant demands, the endless tasks, felt like a relentless tide, pulling her under. She slumped into her chair, her back stiff.

A small package, wrapped in colorful paper, sat on her desk, a vibrant anomaly in the dull room. A card read, “Thank you for everything, Ms. Rodriguez! - Sofia." Inside, she found a small, hand-painted wooden box. Inside the box, a collection of smooth, colorful stones. As she held the box, she felt a shift, a small, subtle easing in the tension in her chest.

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