He stared at the invitation, the embossed lettering blurring slightly through unfocused eyes. Mark dropped into the kitchen chair, the wood groaning in protest. He hadn’t sat in it for hours.

The fluorescent light hummed, a relentless, grating sound that amplified the hollow ache in his bones. The reunion. He imagined the forced smiles, the boasting, the inevitable comparisons.

He pushed the invitation away, tracing the edge of the table with a sluggish finger. He felt leaden, the very thought of the effort involved in attending making his limbs feel heavier.

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