The sunlight seemed too bright. Liam squinted, blinking against the glare as he stared out at the bustling city below. He felt depleted, drained. He had been chasing an elusive funding opportunity, pouring everything into his proposal for a new type of sustainable energy source. The constant networking, the endless meetings, the rejections… it had all taken its toll. He just wanted to be done.

He received a cryptic email. "Check the grant proposals." His breath caught in his throat. He opened the file, his fingers trembling slightly. The proposal… it was almost a perfect mirror of his own. The diagrams, the research data, the ambitious goals... all identical. He leaned back in his chair, the world tilting slightly. "Impossible," he whispered.

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