"Another round of 'Grandpa Joe's Gumbo'!" The waiter's voice, brimming with cheer, grated on Michael's ears. He'd poured his heart into that recipe, a legacy from his grandfather. Now, it was being celebrated as the signature dish of a trendy new restaurant, owned by his… ex-business partner. The success was undeniable, but it tasted like ashes in his mouth.

He slumped against the bar, the wood cool against his back. The clatter of plates and the general clamor of the establishment amplified the silence within him. His muscles felt tight, and he stared into his own reflection in the mirror, barely recognizing the weary face staring back.

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