Mark slumped against the breakroom counter, watching the coffee machine splutter. He’d skipped breakfast again, relying on caffeine and the hollow promises of a decent workday. The aroma of brewing coffee, once a beacon of hope, now just seemed to highlight the emptiness in his stomach. The coffee tasted of nothing.

He’d almost forgotten to check his emails. The subject line. The tone. He knew the news before he read it.

He simply closed his eyes, for a moment, and gave a small nod.

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