He sat hunched over his desk, tracing the intricate patterns of the wood grain with a tired finger. The afternoon sun, usually a welcome visitor, felt harsh and unforgiving, spotlighting the dust motes dancing in the air. The English assignment on Shakespeare had drained him completely. He’d lost count of how many times he’d reread the same paragraphs.

Then, a flicker of light on his phone. Mr. Harrison, his drama teacher, was now following him on Facebook. The blood drained from his face. His Facebook profile was a wasteland of half-hearted attempts at humor and complaints about the latest play. He pictured Mr. Harrison judging the quality of his posts. Every thought in his head felt magnified, exposed.

“Alright, let’s begin,” Mr. Harrison said, entering the classroom. He felt a wave of nausea, an overwhelming urge to just disappear.

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