He stared out the window, watching the rain streak down the glass. The grey sky perfectly matched his mood. He was in the middle of a major creative slump; his writing felt flat, his ideas barren. He dreaded the thought of facing his workshop class. Every critique felt like a personal attack.

He saw the notification: Ms. Miller, his creative writing instructor, had sent him a follow request on TikTok. He hadn't posted anything in months, but she would still be able to see his profile. His profile was filled with old videos of him reading his poetry, videos that he now thought were embarrassing. He imagined her judging him.

"Alright, let's start with a critique of the previous assignment," Ms. Miller said, her voice carrying across the room. He felt a sudden chill, a sense of paralysis.

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