The doctor's words echoed in Maya's ears: "Rest. You need to rest." She knew he was right. Everything felt heavy, as if she were carrying the weight of the world on her shoulders. Her movements were slow, deliberate. Picking up the mail, she knew what she'd find, bills and advertisements. But today, there was something else. A letter, tucked amongst the junk, the handwriting immediately recognizable. From her childhood friend, Sarah. The words jumped out at her, a stark reminder of the youthful mistake that had divided them and broken their friendship. She let the paper fall, her body felt depleted.

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