The gymnasium was a cacophony of squeaking sneakers, shouted instructions, and the rhythmic thump of a basketball. Coach Bell felt as though he were wading through thick mud. The constant noise felt invasive, a constant assault on his senses. He needed to talk to Emily.

He walked across the court, the bright lights seeming to amplify the throbbing in his temples. He could feel the eyes of the other players on him. His throat constricted. He hated this.

He saw Emily, practicing her free throws. He stood in the shadows, watching her. He knew he had to tell her. He tried to speak, but the words caught in his throat. He just shook his head and gestured with his hands. Emily’s face crumbled, and he averted his gaze, unable to bear her disappointment.

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