From the moment he awoke, the world seemed to be moving in slow motion. Each task, each conversation, each step felt heavy, an arduous climb. His limbs ached. He was in sales, and he was failing. The constant rejection, the unending calls, the pressure to meet quotas – it had slowly eroded him.

The email arrived, a terse notification. He was being shifted to the quality control team. He felt a sliver of something akin to freedom.

He cleared his desk, the office’s chatter a distant symphony. The thought of something new, something different, something without the constant hammering of disappointment, felt like a breath of fresh air. It's not that he was excited, but something of the load on his shoulders felt lighter.

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