"Grandma, are you sure you want to get rid of this?" Maya asked, holding up a faded tapestry. Her grandmother, frail but sharp-eyed, simply nodded from her armchair. The house felt empty, echoing with the silence of lost loved ones.

In the attic, Maya discovered a trove of hidden things. A cedar chest held a collection of her grandfather's old notebooks and correspondence. One, a draft letter, was from her grandfather to his boss. It was a plea for a transfer, for a change of pace, for something, anything, other than the monotony he was enduring. Maya felt a sudden, heavy ache in her chest.

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