He ran a hand through his hair, finding it plastered to his skull with sweat. The early morning sun was already searing through the thin blinds, making the tiny apartment feel like a pressure cooker. Mark had been working on the piece for months. The culmination of his graduate thesis. Now, the notification blinked accusingly at him on the screen. "New Blog Post: 'Navigating the Post-Apocalyptic Landscape' by Bethany Cole." His jaw clenched.

He'd spent countless nights hunched over his laptop, fueled by lukewarm instant noodles and a fervent belief in his work. He'd sacrificed sleep, social life, everything. Now, the fruits of his labor belonged to someone else.

He closed his eyes, the image of Cole's smug headshot in the publication flashing before him. A dull ache throbbed behind his temples. Slowly, he got up, the movements sluggish and heavy. He dragged himself to the kitchen, the floorboards creaking under his weight. He needed coffee. He needed something.

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