β€œMr. Davis, please explain this,” the department chair stated, her voice sharp and unforgiving. Ethan leaned back in his chair, his body rigid, his eyes fixed on some distant point in the room. The room seemed small and confined, the air thick with tension.

He felt a deep exhaustion that permeated his every action, his every thought. The weeks leading up to this point had been a blur of all-nighters, crammed lectures, and the constant pressure to meet impossible deadlines. He thought of all the classes he'd missed, the friends he'd neglected, and the hobbies he'd abandoned.

A wave of nausea washed over him. He felt as though he was on the edge of collapsing, the ground beneath his feet crumbling away. The accusations were a final blow, and he was left feeling utterly defeated.

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