"Good morning, Mr. Jones! Lovely day, isn't it?" The cheerfully chirped greeting from his neighbor, Mr. Peterson, felt like a personal affront. Arthur, his jaw tight, merely mumbled in response.

He stood in the doorway, the bright sunlight stinging his eyes. Mr. Peterson, oblivious, proceeded to launch into a detailed complaint about the oak tree bordering their properties. The words, the sunny disposition, felt like a direct attack on his already depleted reserves.

He simply stared at the man, unable to muster any response. The thought of tackling the issue, of making a decision, felt insurmountable. The weight of it pressed down on him, suffocating. He closed his eyes briefly, wishing he could just vanish.

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