The vibrant colors of the art gallery seemed to mock Arthur’s mood. He listened patiently as Jessica described their college art class, remembering it as a time of lively debate, creative breakthroughs, and blossoming friendships. She practically vibrated with recalled energy.

Arthur felt his shoulders slump. He recalled the endless self-doubt, the crushing critiques, the pervasive sense of inadequacy. The entire period felt like wading through thick mud.

“I mostly remember feeling lost,” he confessed, the words escaping in a weary sigh. Jessica's enthusiastic expression dimmed.

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