The fluorescent lights of the kitchen hummed, a relentless drone against Elara’s skull. She leaned against the counter, the cool tile doing nothing to ease the pressure behind her eyes. Liam, her roommate, was enthusiastically outlining the benefits of a cat. The tiny, persistent buzz of his voice grated on her nerves. She pushed a stray strand of hair away from her face, the simple action feeling like a complex task. The idea of scooping litter, of late-night meows… her resolve crumbled. "Can we talk about this tomorrow?" she mumbled, her voice barely audible.

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