The sunlight streamed through the windows, illuminating dust motes dancing in the air. Each step across the floor felt like a monumental effort. A sense of inertia settled over him. His sister, Sophia, was already making plans, her voice animated, while he just wanted to retreat.

“We can start sorting through the attic tomorrow,” she said. He just nodded, the effort of speaking too high a price to pay. He made his way to the couch, yearning for the comfort it offered, a feeling of stillness. He needed to be removed.

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