He stared at the email on his phone, the flickering screen reflecting the exhaustion in his face. "Fence Proposal - Community Discussion." Sighing, he rubbed his eyes, feeling the familiar grit behind his lids. The day had been a marathon of meetings, each one a draining exercise in diplomacy.

His usually brisk walk felt leaden as he trudged to the community center. He considered turning back. The sheer effort of interacting, of pretending to be engaged in anything, felt monumentally difficult.

The room was already buzzing with conversation when he entered. He found an empty chair in the back, sinking into it with relief. The chatter seemed to wash over him, a meaningless tide he barely registered.

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