He dragged himself into the coffee shop, the bell above the door chiming a mournful greeting. The aroma of brewing coffee usually invigorated him, but today, it felt like an assault. He craved the silence of his apartment, the dimness of drawn curtains. The world was too bright, too loud. He’d gone to the workshop, eager to work on the prototype with Mr. Henderson, but the workbench was bare, and a note pinned to the door read, “Retired. No forwarding address.” A wave of something akin to surrender washed over him, and he sank into a chair.

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