The chipped paint on the dorm room door seemed to mock Sarah’s every entry. She just wanted to be somewhere else. The weight of the world felt heavy on her shoulders. She trudged inside, wanting nothing more than to crawl into bed and forget the day. Her journal was on her roommate’s desk, exposed to the world.

She walked towards her, barely able to speak. “Why?” Sarah whispered, her voice barely audible. Her roommate, Jess, wouldn’t look at her, a nervous tic in her eye. Sarah felt a crushing defeat, like a balloon slowly deflating. Everything felt pointless.

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