The clatter of dishes in the sink echoed in Liam's ears, a dull counterpoint to the quiet of the morning. His muscles ached from the repetitive motions of his job. He stepped onto his balcony, searching for a moment of peace. He found none. Mrs. Chen, who had always seemed to struggle, was overseeing renovations to her entire house. Workers bustled everywhere. The windows were being replaced with huge, expensive panes. Liam frowned, a confused furrow etching itself onto his brow. His own life felt small and… constricted.

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