The late afternoon sun cast long shadows as Amelia trudged down the familiar lane. Each step felt heavy, a burden she had to force herself to lift. Her shoulders slumped, and the grocery bags in her hands seemed to weigh a ton. She’d been looking forward to this, a weekend of nothing. Finally, the trees came into view. She squinted, then stopped dead. The space where the old oak had stood, the one she’d planted with her father, was empty. A raw, jagged stump remained. Her breath hitched.

Her legs felt like jelly. A wave of exhaustion washed over her. She blinked, wanting to wake up from a bad dream. She touched the stubble on her face and wanted nothing more than to crawl into bed and sleep for a week.

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