The aroma of freshly brewed coffee usually invigorated Ben, but tonight it felt like a stale blanket. He felt a dull ache behind his eyes, a consequence of relentless work and the persistent drone of modern life. He was supposed to meet Jessica at their usual cafe. She was almost always late, but tonight, he found himself wishing she wouldn’t show up at all.

Then he saw her. She was already there, sat at a corner table.

Across from her was another man, who looked just as bewildered as Ben felt. "So, you’re…?" the man asked.

Jessica looked from one to the other, her face now a mask of frantic bewilderment.

"Are you serious?" Ben managed, the words tasting like ash in his mouth.

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