The musty scent of the solicitor's office seemed to press down on Amelia, a weight she hadn't anticipated. Sunlight, fractured by the stained-glass window, painted dust motes in dancing patterns, but did nothing to lighten the heavy atmosphere. She leaned back in the worn leather chair, the springs groaning in protest. Her brother, Thomas, was already pacing, his agitation a stark contrast to her own languid state.

“So, what exactly *is* it?” Thomas demanded, his voice tight. Amelia merely waved a hand, her eyelids feeling like they were lined with lead.

The solicitor, a thin man with a perpetually furrowed brow, cleared his throat. “For Ms. Amelia, a considerable collection of antique dolls, along with the family home. For Mr. Thomas… the family business, a failing hardware store.” Amelia watched Thomas’s face fall. The dolls, the house… all so overwhelming.

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