The aroma of freshly brewed coffee did little to lift the heavy atmosphere in David's office. He hunched over his desk, the keyboard illuminated by the glow of the screen. He was close to finalizing the prototype, a complex piece of engineering. He hadn't seen his family in what felt like an age.

He received a call. It was Sarah, a colleague, her voice tight with disbelief. "David," she said, "you won't believe this." Then she described another company that had released the same product, the same innovative design. David sat back in his chair, a wave of sickness washing over him. The air seemed thin, difficult to breathe. He felt an emptiness that made him want to shut his eyes, and shut down everything.

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