The afternoon sun blazed through the office window, but Mark felt a chill deep in his bones. The spreadsheet on his screen blurred before his eyes. The endless cycle of data entry had drained him. He leaned back in his chair, trying to alleviate the oppressive weight that had settled on his shoulders. He felt utterly depleted.

He'd been asked to clear out the storage room, a task delegated to him because no one else wanted to. The room was a mess of forgotten equipment and discarded files. He stumbled over a loose floorboard. After righting himself, he noticed a section of the concrete floor that appeared darker. Underneath, he found a metal container, partially exposed. The date on it was from his own childhood. He didn't remember ever making this.

He frowned, leaning closer. What secrets did this buried object hold?

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