Mr. Davies leaned heavily against his desk, the chipped surface cold against his cheek. His eyelids felt heavy, his brain a sluggish machine. The afternoon sun, usually a welcome companion, seemed to mock him through the dusty window. Each student's face, each question, each half-hearted attempt at engagement felt like a monumental effort.

A knock at the door. He barely had the energy to call out, "Come in." A young man, face vaguely familiar, stood hesitantly in the doorway. "Mr. Davies?" he asked. The student held a large, heavy envelope in his hands. “I wanted to give you this,” he mumbled, handing it over. It was filled with drawings – bright, fantastical creatures and landscapes. "You always encouraged my art," the student said, a shy smile touching his lips. As Mr. Davies looked through the images, a small smile crept onto his own face, the weight on his shoulders lessening, almost imperceptibly.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198