He slumped onto the porch steps, the weight of the day already pressing down. He hadn’t slept well, the tossing and turning leaving him hollowed out. A dull throb pulsed behind his eyes. The walk to the mailbox was a slow, shuffling affair, each step a deliberate act of will.

He opened the metal door. Bills, a catalog, and then the card. An anonymous greeting, a burst of color on the stark white. He flipped it over, hoping for a clue, but found nothing.

“Well, isn’t that just great,” he mumbled, his voice thick with a strange apathy. Another puzzle to solve, another item on the ever-growing to-do list. The prospect of figuring it out made his shoulders sag.

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