The silence of the empty classroom was a relief, but also a reminder of the isolation. Mr. Ellis rubbed his eyes, the fatigue settling deep into his bones. The challenges of the semester had left him feeling depleted. He ran a hand through his hair, the gesture slow and deliberate.

A small, intricately carved wooden bird rested on his desk, its delicate form a stark contrast to the rough wood. A note was attached: "To help you find your wings again. – Liam." He picked it up, turning it over in his hands, feeling the smooth texture of the wood. A faint smile touched his lips.

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