The flickering candlelight cast dancing shadows on the walls of the small cottage. Clara felt a strange lightness in her head, as if her thoughts were drifting. The house felt empty. She missed the soft sounds of her mother.

She sat on the floor, the open box of memories beside her. It was a treasure trove of her youth. Every single assignment, carefully preserved. From the messy scribbles to the well-written essays, it was all there, each one a testament to his mother's meticulous care. She ran a finger over a particularly beautiful piece of calligraphy from a high school project.

She felt a sob rising in her throat. She closed her eyes. The tears threatened to spill. The ache was familiar.

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