He stared at the screen, the cursor blinking accusingly. David had been working on the script for months, late nights, early mornings, every waking moment devoted to it. The email arrived like a punch to the gut. The article he'd poured his heart into, the one he thought would finally give him a break, was published. Under someone else’s name.

He felt hollow, empty. The life drained out of him. He ran a hand over his face, feeling the rough stubble against his skin. He needed to get out. He got up with a groan, the room spinning slightly.

He was going to the park, to stare at the trees, to feel the sun on his face. Anything to escape.

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