The fluorescent lights of the airport hummed, a monotonous drone that seemed to burrow into Amelia's skull. Her eyelids felt heavy, leaden. She slumped further into the uncomfortable plastic seat, the cheap material scratching against her skin. The announcement about the delay washed over her, a meaningless wave of noise. She just wanted to be *there*. She rubbed her temples, trying to ward off the throbbing that had begun to pulse behind her eyes. Missing her brother’s graduation was simply not an option.

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