The fluorescent lights of the exam hall seemed to hum directly into Maya's skull. Each flicker was a tiny hammer blow. She blinked, the numbers on her paper blurring. She’d walked home from the library in a daze, the scent of the late spring air barely registering. Now, staring at the dreaded "C-" scrawled across the top, her stomach sank. She slumped against the worn-out desk, the rough wood digging into her cheek. A low groan escaped her lips. The injustice of it all - the hours spent poring over textbooks, the caffeine-fueled nights - felt like a cruel joke.

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