The relentless sun beat down on Elias as he walked back to his apartment. He felt the familiar ache in his legs, a dull thrum that started at his lower back. It was a physical manifestation of a general malaise. He checked his mailbox, expecting bills, maybe junk mail. Instead, there it was, an old-fashioned letter addressed with a name he hadn't heard spoken in years. He felt the blood drain from his face as he read the familiar signature. The world seemed to fade around the edges as he unfolded the delicate paper, as if the air itself had become too much to bear.

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
à°­à°¿-0.214