The hum of the fluorescent lights in the office intensified the throbbing behind her eyes. Emily picked up the envelope, her fingers clumsy and unresponsive. The executor had found it, tucked away with other legal documents. Her mother’s list. "Swim with dolphins." "Paint a masterpiece." The grandness of it all was overwhelming. She leaned back in her chair, the leather cool against her skin. The thought of another spreadsheet, another meeting, made her want to weep. She wanted to be nowhere.

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