The grocery bags felt heavier than usual as Amelia trudged up the porch steps. Her shoulders ached, a familiar burden these days. The house was quiet, too quiet. The silence pressed in on her, a physical thing. She dropped the bags with a clatter, the sound echoing in the empty hallway. Inside, she found a handwritten manuscript on the kitchen table, pages spilling over, a title: "The Weight of Us." Underneath, her partner, Daniel's name.

She picked up the first page, the words blurring as her eyes struggled to focus. It started innocently, a description of their first date, the clumsy fumbling of hands, the awkward silences punctuated by laughter. But as she read on, she saw herself, dissected and laid bare. A character, yes, but undeniably her. The book painted her as perpetually exhausted, a shadow of the woman she once was. A deep sigh escaped her, a sound of profound discouragement.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208