The afternoon sun beat down, intensifying the heat. She sat on her front porch, listlessly stirring her iced tea. She watched Mrs. Olsen, her usually cheerful neighbor, return from a shopping spree, bags overflowing. The woman always wore designer clothes and drove a new car. The car was just replaced the week before.

The records, accidentally left on the printer by Mrs. Olsen's handyman, had laid bare the truth. Multiple properties, substantial stock holdings, a lifestyle utterly removed from her own. She closed her eyes, and the world seemed to tilt. The endless effort, the constant struggle, suddenly felt unbearable.

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