The hum of the refrigerator was the only sound in the kitchen. David sat at the table, staring at the unopened box of dishes. He couldn't muster the energy to even think about it. The new house, with its problems and repairs, had finally broken him. His limbs felt heavy and his mind was blank.

He idly traced the outline of a decorative molding on the wall. He noticed a hairline crack he hadn't seen before. He tugged at it, finding a secret latch hidden behind the ornate design.

The wall section, once a seamless continuation, opened with a soft sigh, revealing a small room. The darkness within seemed to beckon, but David remained seated, his gaze fixed on nothing.

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