The mail felt heavy in Amelia’s hand. Each bill, each advertisement, a fresh burden. She dragged herself inside, the fluorescent kitchen light doing nothing to dispel the gloom that clung to her like a second skin. Atop the usual pile, a single, cream-colored envelope. No return address, just her name, penned in a loopy script. Inside, a card. A cartoon cat wearing a party hat. “Happy Birthday!” it declared in bubbly letters. She stared at it. Didn’t recognize the handwriting. Didn’t *want* to recognize the handwriting. The thought of adding yet another layer of obligation to her already overflowing plate made her slump further.

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