The apartment was still, the only sound the soft ticking of the clock on the wall. Henry sat at his desk, staring at the screen. A friend request: from Karen “The Killer” Kline. He felt a wave of cold wash over him, a physical manifestation of his emotional state.

He remembered her icy gaze, the manipulative games, the way she had turned his friends against him. He felt the familiar weight of exhaustion settling in his bones, the accumulated effect of a lifetime of battles. He slowly leaned back in his chair, the leather creaking beneath him. He was tired of it all. He closed his eyes and just stayed still.

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