He dragged himself through the morning commute, the city's relentless energy feeling like a hostile force. The train's jostling only worsened the ache in his shoulders and the thick fog in his brain. Thomas felt like a puppet whose strings had become tangled, unable to move with any real grace. He'd been stuck in logistics for far too long.

His new assignment: the research and development department. He recalled the email from his supervisor – "A fresh perspective," it had declared. He doubted he had much perspective left.

The thought of new faces and a new environment barely registered. It was all noise. He just wanted to sleep, to escape the constant pressure of deadlines and expectations that felt like they were pressing down on him, crushing him.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208