Eliza stared at her reflection in the bathroom mirror, the image staring back a stranger. Dark circles shadowed her eyes, a testament to the sleepless nights and relentless worry. The scholarship’s withdrawal had ripped away the scaffolding of her meticulously planned life. She felt as though she’d been stripped of all her strength, her body depleted of vitality. Her fingers fumbled with the clasp of her purse. The prospect of facing the day, of even getting dressed, felt overwhelming, a task requiring every ounce of her dwindling reserves.

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