The world felt heavy on Sarah’s shoulders as she dragged herself into her tiny apartment. The fluorescent lights of the hallway buzzed, adding to the general sense of being overwhelmed. She tossed her keys on the counter with a clatter. Her neighbour, old Mr. Peterson, was usually outside, hunched over his garden, but today his lawn was tended by professionals. The perfectly manicured lawn was a stark contrast to his slightly rundown house. Sarah noticed a security guard by the door, and then, a moving van. Everything felt surreal.

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