The bus rattled and swayed, a familiar motion that usually soothed him. Today, it only amplified his agitation. Each bump, each abrupt stop, jolted through him, sending a fresh wave of unease. He gripped the worn handle, knuckles white. The letter, clutched in his pocket, felt like a burning coal. He imagined the words, the familiar sting of the past, threatening to erupt and consume him. The journey seemed endless, each passing mile stretching the already taut threads of his composure.

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