The speeches droned on, a string of predictable platitudes. Maya rested her chin on her hand, the velvet of the tablecloth cool against her cheek. She’d been up since dawn, chasing a deadline that now felt utterly meaningless. The crispness of her dress felt foreign, a stark contrast to the way her skin felt stretched thin over her bones. Suddenly, her name was called. She looked up, and there he was, standing near the doorway, a ghost of a smile playing on his lips. She had forgotten how his presence could drain her of energy.

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