The cacophony of the yard sale – the chatter, the haggling, the background music – was assaulting Emily's senses. Everything felt loud, bright, overwhelming. She just wanted to retreat, to disappear. Each step felt like a monumental effort.

She spotted it hidden under a pile of children's books. A small, familiar brown bear with a missing paw. Her childhood friend, Pip. A wave of something akin to surrender washed over her.

“How much is that?” she asked, her voice tight, the question barely escaping her lips. The young boy running the sale shrugged, “Twenty-five cents. My mom says it’s trash.” Emily felt a flicker of something, a distant spark of something she couldn't name. She paid the boy, the quarter feeling heavy in her hand.

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