Rain hammered against the window, mirroring the relentless drumming in Amelia's head. She slumped onto the couch, the cushions offering little resistance to her weight. Liam was at his pottery class, the one thing he still genuinely loved. She reached for the remote, finding it slippery with the sweat on her palms.

A small, leather-bound notebook lay half-hidden beneath the coffee table. She didn't recognize it. Curiosity, a rare visitor these days, pricked at her. Liam kept his journals locked away.

Opening the cover, Amelia recognized his handwriting. “Climb a mountain,” she read, her brow furrowing. Liam, who preferred the gentle slopes of their backyard. The next entry was equally jarring: “Learn to speak Italian.” He’d struggled with basic Spanish. Amelia flipped through the pages, her heart sinking with each improbable goal.

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