"I just... I don't know what to do," I confessed, the words escaping my lips in a ragged breath. The air in the coffee shop felt thick and heavy, like it was pressing down on my chest. My friend, Sarah, looked at me with a concerned expression. The lukewarm latte in my hand felt suddenly burdensome. Months of dedication, sleepless nights practicing, the pressure, the anticipation – all for this. I pushed the mug away, the ceramic a cold circle on the table.

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