Rain lashed against the windows, mirroring the bleakness settling in Amelia’s chest. The flickering overhead fluorescent lights of the office hummed a monotonous tune. She dragged herself to the overflowing inbox, fingers heavy as lead. Another day, another mountain of paperwork. A thick envelope, postmarked from a town she hadn’t thought about in a decade, sat atop the pile. The handwriting was unfamiliar, yet somehow, hauntingly familiar. She ripped it open. The words within, confessing an old wrong, seemed to drain the last of her strength. Her shoulders slumped, and the world seemed to tilt ever so slightly.

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