The thrum of the bass vibrated through Elias's chest, a low, persistent ache. He stared at the ceiling, the floral wallpaper seeming to swim in the dim light of his bedroom. He’d barely slept in days.

He pulled himself from the bed, his joints protesting with each movement. The floorboards creaked under his weight as he shuffled toward the front door. He felt a profound reluctance, a deep-seated desire to simply disappear back into the quiet darkness.

He opened the door and the blast of music hit him, a physical blow. He trudged across the lawn towards the source, his shoulders slumped. The party next door was in full swing. He just wanted it to stop.

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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198