The flickering neon sign of the all-night diner seemed to mock Elias. He slumped deeper into the vinyl booth, the sticky surface clinging to his damp palms. He’d been pulling double shifts at the law firm, fueled by instant coffee and a gnawing sense of obligation.

He opened the chat window, the familiar green glow of "BookwormBetty" a small comfort. For six months, they’d talked about everything, sharing their dreams and disappointments in a safe, digital space.

“Rough day?” Betty’s message popped up. Elias sighed, the sound catching in his throat. He typed back, “The usual. You?”

“Guess what,” she replied quickly. “I moved to the city last week!” Elias nearly choked on his lukewarm coffee. "No way!" he replied, his heart rate quickening.

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