The doorbell rang, a harsh, unwelcome sound that sliced through the evening quiet. Maya, slumped against the counter, rubbed her temples, trying to ward off the throbbing headache that had taken up residence behind her eyes. It was a package from her aunt. Her mother’s belongings were being cleared out.

The box was stuffed with familiar things, a mixture of the comforting and the strange. Amidst the porcelain dolls and crocheted doilies, she unearthed a large, heavy binder. Inside, page after page, were all of her school papers. Every single one. Essays, tests, drawings, report cards – all meticulously preserved, tucked inside plastic sleeves.

She stared, dumbfounded, at a faded crayon drawing of a house with a smiling sun. The effort to process it seemed to have drained her. A knot formed in her stomach. Why had her mother kept all this? What did it mean? She sat with the binder on her lap, and felt her body get heavy.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. 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 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208