"Another one, please," Liam rasped to the bartender, his voice barely audible. The bar was dim, smoky, and reeked of cheap beer and regret. The music blared, a relentless assault on his senses. He felt a deep, pervasive weariness settle in his bones. It was a weight he could barely bear. Then, through the noise, he heard it: the opening chords of *his* song, sung by a boisterous karaoke singer, butchering the lyrics. He slammed his fist on the bar, the sound swallowed by the general din.

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