The scent of freshly baked bread usually invigorated Emily, but this morning, the aroma from the bakery downstairs felt cloying. She leaned against the cold brick of the building, waiting for the elevator. The move to the customer service department felt like a punishment.

She barely registered the faces of her coworkers as they passed. The cheerful banter, usually a source of amusement, seemed to grate on her nerves. She fiddled with the strap of her bag, the simple act a struggle.

Finally, the elevator doors opened. She stepped inside, the cramped space feeling oppressive. She pressed the button for the tenth floor, a silent sigh escaping her lips. The day, she knew, would be long.

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
à°­à°¿-0.214