The afternoon sun beat down on Leo, the heat oppressive even indoors. He trudged inside, feeling the grit of the day settle in his bones. He longed only for the cool embrace of his bed. His partner, Finn, was humming in the living room.

He walked into the room, and Finn turned, a notebook in his hand. “Ciao, amore,” he chirped, offering a goofy grin.

Leo just stared, his mouth ajar. Italian. He felt a slow, heavy feeling spreading through his limbs, as if they were filled with lead. He could manage no more than a wordless sound of surprise.

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