He felt a familiar tightening in his chest as he walked into the familiar gray space. The air in the office was thick, stagnant, and it clung to him. He hated the routine, the expectations, the constant demands on his time. His name was Ben, and he was tired.

He was photocopying documents when he heard a snippet of conversation. "Yeah, my salary is… great. And the benefits are amazing!” The words echoed in Ben's ears. The speaker, a recent hire, was describing their compensation package. Ben’s own income was less.

Suddenly, the paperwork seemed to multiply before his eyes. The coffee tasted bitter. Even the thought of going home, of relaxing, brought no solace. He felt a creeping sense of… resignation.

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