The doorbell chimed, a cheerful sound that grated on Amelia's ears. She peeked through the peephole. A delivery man, holding a bouquet of vibrant sunflowers. No card. Just the flowers, a splash of unnatural brightness against her tired apartment door.

She signed the receipt, the pen heavy in her hand. The scent of the flowers filled the tiny space, a perfume she couldn’t quite place, and she felt a dull throb behind her eyes. Setting them on the chipped kitchen table, she sank into a chair, the plastic squeaking a protest. *Who?* she wondered, her mind a blank canvas. Had she forgotten something?

The sunflowers seemed to mock her with their persistent cheer, their sun-kissed faces a stark contrast to the dimness she felt within. The silence of her apartment pressed in on her.

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