"Just a few words," his mother had chirped, her voice bright and cheerful. Michael had agreed, eager to please. Now, he regretted it. The pressure of it was a lead weight in his stomach. He felt a profound depletion.

He reread his scribbled notes, the words blurring before his tired eyes. He barely had the energy to get through his day, let alone craft a heartfelt tribute. He found his mind wandering, drifting towards the unfinished tasks awaiting him.

He was in the back room of the venue, avoiding the merriment. He leaned against the wall, the coolness a small comfort. The laughter and chatter from the party sounded distant, like a radio playing from the other side of a closed door. He closed his eyes, wanting nothing more than to be somewhere else.

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