The closing of the front door was loud in the sudden quiet. She stood there, unmoving, letting the darkness of the hallway envelop her. The world had felt like a battlefield, and she had just barely survived.

He came into view, holding a plate of something he'd made. "¡Hola, mi vida!" he said, the words spilling out with a clumsy enthusiasm that seemed to mock her exhaustion.

Her breath hitched in her chest. She felt a profound sense of isolation, as if she were the only person navigating a world she barely understood anymore. The simple act of breathing had become a struggle. She managed a weak smile, but the effort left her feeling even more depleted.

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