The workshop was a mess – tools scattered, metal shavings glittering on the floor, the remnants of failed attempts everywhere. Thomas stood amid the chaos, his shoulders hunched, his hands dangling at his sides. The self-tying shoelaces? Someone else. His breath hitched.

He wanted to scream, to lash out, but the energy was gone. He felt emptied, hollow. He slowly lowered himself onto a stool, the metal cold against his skin. The silence in the workshop was deafening, a heavy blanket that smothered his spirit. He looked upon the world as if it was a great distance away.

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