The email sat in her inbox, a stark white rectangle against the muted gray of her screen. Her fingers, usually nimble, felt leaden as she clicked. The rejection letter began with polite formalities, then the blow: "We regret to inform you..." A sigh escaped her, a sound of profound resignation. She leaned back in her chair, the cheap plastic creaking in protest. The room swam slightly, the fluorescent lights buzzing like angry insects. She rubbed at her eyes, feeling the gritty sensation of exhaustion. Maybe she’d just close her eyes for a moment.

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