The doorbell’s shrill ring sliced through the quiet of the afternoon. Sarah barely registered the sound, her head resting heavy against the back of the sofa. The world swam slightly, a hazy watercolor painting of the living room. It took a monumental effort to lift her eyelids, and even then, she saw the blurred outline of a delivery person through the peephole. A package. Another one.

Dragging herself to the door, she fumbled with the lock. The cardboard box was large, addressed to a name she didn’t recognize: "Mr. Silas Blackwood". She vaguely remembered the name from the lease. He was the one who lived here before. Sighing, she left the package on the entryway table. Maybe tomorrow she’d find the energy to contact the management office and figure out what to do with it.

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