The realtor’s voice, a slick, practiced cadence, echoed in the otherwise quiet interior of the house. Liam stood in the kitchen, the linoleum floor cold beneath his bare feet. He hadn't bothered to put on shoes this morning.

He hadn’t spoken to his sister in months, a chasm of unspoken words stretching between them. Now, here they were, side by side, staring at the peeling wallpaper. He could feel the tension, the unspoken accusations, the weight of their fractured relationship.

The realtor droned on about investment opportunities, about “tearing down the old and building something new.” Liam closed his eyes, his head swimming. He wanted it all to end.

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