The relentless tapping of keyboards was a steady drumbeat in the open-plan office, and it was the last thing David wanted to hear. The light was harsh, the air stale. He wished he could just shut everything out. His head throbbed. He’d had to skip lunch.

He caught a snippet of conversation. "I'm already thinking about a new car!" one of the interns exclaimed, brimming with excitement. It was then that the truth crashed down on him. David's own salary was less than that of the newest recruits.

He felt a deep hollowness in his chest, a sense of having been utterly defeated. The work that he used to take pride in now felt like an endless trudge, each task a reminder of his own stagnation. He leaned back in his chair and stared at the ceiling, feeling profoundly… empty.

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