"So, what do we do now?" Chloe asked, her voice cracking slightly. She was sitting with her friend, Mark, outside the library. Mark merely shrugged, his shoulders also slumped, mirroring her own feelings. The news about Professor Davis, their shared advisor, had just been announced.

They'd spent weeks, months, working on their joint project, and now it was all in jeopardy. The details of finding a new advisor and continuing felt impossible.

Chloe ran a hand through her hair, the movement slow and deliberate. She felt a numbness creep through her fingers, as if her limbs were being filled with sand. She looked at the library entrance, the imposing stone facade no longer a welcoming beacon of knowledge but a monument to her mounting worries.

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