He walked into the brightly lit banquet hall, the music assaulting his ears. A tight knot formed in his chest. His father, beaming and surrounded by well-wishers, spotted him and waved. Arthur forced a smile, the muscles in his face protesting.

He'd been up since four, wrestling with a spreadsheet for work. The numbers swam before his eyes, a relentless tide of data. He wanted, more than anything, to just sit down and be silent. To disappear.

He navigated the crowd, feeling the press of bodies, the babble of voices. He accepted a glass of champagne, the bubbles doing nothing to lighten his mood. His father would expect him to be jovial, to tell a funny anecdote. He just wanted to go home and close the door. The task ahead felt colossal, almost insurmountable.

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