The air in the apartment felt thick and oppressive. The curtains were drawn, blocking out the bright afternoon. John sat at the kitchen table, the laptop open in front of him. The hum of the refrigerator was the only sound.

The social media profile belonged to his son, Ethan. He had been so sure he knew his son. The account revealed a different Ethan, an Ethan he didn’t recognize. Bold statements, edgy humour, opinions that were at odds with their shared values.

A wave of nausea churned in his stomach. He felt a sudden, intense desire to just give up, to stop caring. To retreat from everything. He closed the laptop with a snap, the sound echoing in the stale air.

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