The fluorescent lights of the office hummed, a monotonous drone that seemed to burrow into Amelia's skull. Another Tuesday. The coffee sat cold in her mug, a testament to her inability to rouse herself enough to actually drink it. She watched, a leaden weight in her chest, as Leo, the fresh-faced junior, swaggered past, phone glued to his ear, laughing. His new sports car was parked in the premium spot again.

Amelia’s fingers tightened on her mouse. The quarterly reports loomed, each number a tiny mountain she didn’t have the energy to climb. A fleeting image of her own, aging sedan flashed in her mind.

“Hey, Amelia!” Leo’s voice sliced through the haze. “Big bonus this year, yeah? Heard the whispers.” He winked, then bounced off to a meeting. Amelia stared at her screen, the cursor blinking, mocking her.

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