The office air hung thick and heavy, the fluorescent lights buzzing incessantly above Mark's head. He rubbed his temples, a dull throb pulsating behind his eyes. He longed to be anywhere but there. He felt like his bones had been replaced with lead. Then, as he reached his desk, he saw it. A new book.

"Mark Harrison: The Quiet Architect" it declared, and a chill slithered down his spine. He hadn't authorized anything, not a single interview. He flipped it open, and the words blurred before his eyes. The book detailed his career, his failed relationships, and his hidden dreams. It felt… wrong, like a violation.

The words started to dance, taunting him. The energy had left him. He didn’t want to respond to emails, he didn’t want to talk to anyone, he didn’t even want to move. A deep, weary sigh escaped his lips. The day seemed to stretch before him, an endless expanse of tasks he now had no desire to undertake.

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