The whir of the sewing machine echoed in the small attic room. Clara sat amidst a mountain of fabrics and patterns, her fingers clumsy and unresponsive. The meticulous detail, once a source of pleasure, now seemed a burden, a task she’d lost the energy to face. Across from her, her daughter, Rosie, was immersed in creating her own clothes. “Mom, look! I finished the sleeve!” Rosie cheered. Clara managed a weak smile, the effort to engage exhausting. She would’ve preferred to be anywhere else.

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