"Just get it done," she muttered under her breath, her voice barely a whisper. The air in the spare bedroom was stuffy, the scent of lavender and mothballs permeating the space. She was tasked with clearing out her uncle's house. Her shoulders sagged.

She opened a filing cabinet, her fingers numb. Inside, she discovered a draft letter. Her uncle’s resignation from his career as a musician. The handwriting was neat, but the words betrayed a sense of utter surrender.

She leaned against the cabinet, the letter slipping from her grasp. Her own world, full of its own stresses, was suddenly overwhelming. She just wanted the day to end.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

This story is one of 1,000 stories generated for the emotion tired. 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 tired stories, after denoising with neutral dialogue baselines, produces the tired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tired vector is projected through the unembedding matrix.

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214