The attic air hung thick and dusty, heavy on Amelia's chest. Sunlight sliced through a gap in the boarded-up window, illuminating swirling motes of dust that danced in the beam. She tugged at the cardboard box, the muscles in her arms screaming a protest. Another box to sort. Another piece of her parents’ life she was obligated to sift through, months after their passing.

She sank to the floor, leaning against the cold, damp wall. A thin sheet of paper, yellowed with age, lay atop the box. Her mother’s familiar handwriting, graceful and precise, covered the page. It was a letter, addressed to her mother's employer, a law firm. The date was from thirty years ago.

Amelia’s eyes scanned the words, recognizing a quiet, simmering frustration. Her mother’s voice, a ghost of her former self, resonated in her mind. Lines like, "I find myself struggling to maintain the expected standard of diligence," and "I am no longer able to give my all to my work." It felt strangely familiar. Amelia sighed and ran a hand through her hair. The weight of her own demanding job pressed heavily on her shoulders. Perhaps she could understand her mother better, after all.

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