The chipped mug warmed Amelia's hands, but the chill seeped into her bones regardless. Rain hammered against the attic window, a rhythm mimicking the thudding in her chest. She had re-read the email three times, each pass a fresh wave of disbelief. It was all there, laid bare: the side-by-side comparisons, the subtle shifts in language, the undeniable truth. Her favorite author, Eleanor Vance, the woman who had crafted the world Amelia escaped into every night, had pilfered her own short stories.

Amelia set the mug down with a clatter. Her legs felt like lead. She’d spent countless hours, years even, pouring her heart into those tales. Now, the magic felt tainted, the words themselves hollow. The attic, once a sanctuary, now felt suffocating, filled with the ghosts of stolen inspiration. She pushed a stray strand of hair from her face, the motion slow, deliberate. It was a futile gesture, really. She didn’t know what to do.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198