Eliza stared at her reflection in the darkened computer screen. Her face, usually bright and animated, looked drawn and pale. She’d slept poorly, tossing and turning, haunted by anxieties she couldn’t name. The relentless demands of her job, once a source of pride, now felt crushing.

A company-wide email landed in her inbox. The subject line was chillingly simple: “Important Company Update.” Her fingers trembled as she clicked. The news hit her like a physical blow. Sold. She felt a profound emptiness, a sensation of drifting in a vast, cold ocean.

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