The scent of disinfectant and cheap coffee hung in the air. Kai sat across from the tattoo artist, the small table between them cluttered with half-finished sketches. The artist, a young woman with a bored expression, looked at him with an indifferent air. Kai looked at the tattoo: a copy of his "Silent Rivers" series.

He’d seen the image online, a perfect imitation. He felt a deep sense of irritation. He had put so much of himself into that piece. He had spent months, even years, perfecting the technique, and now it was… on someone else. On someone he had never met. The artist seemed oblivious to his feelings.

He was tired of having to come to the tattoo shop. He was tired of explaining to everyone, of justifying. He just wanted to go home and crawl into bed and sleep. He let out a sigh.

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