“Reunion,” Marco muttered, letting the invitation fall from his limp fingers. He was slumped in his office chair, staring at the ceiling. The fluorescent lights overhead seemed to buzz incessantly, amplifying the tension in his head. His eyes felt dry and gritty.

He’d put in another twelve-hour day, barely remembering the details of the meetings and phone calls. The world felt like it was moving too fast, and he was struggling to keep up. He just wanted to shut the door and crawl into bed.

The thought of facing his classmates, of answering questions, of pretending to be content, was deeply unappealing. The idea of the social event, the noise, the pressure, was utterly draining. He sighed, the sound echoing in the silent office, a sound of profound discouragement.

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