The humid air clung to Amelia as she shuffled down the dusty street, each footfall a monumental effort. Everything felt heavy, even her eyelids. Sunlight seemed to pierce her eyes more than usual, sending a throb into her head. A yard sale sign, hand-scrawled and crooked, caught her attention. Maybe something shiny could temporarily distract her from the crushing weight on her chest.

She trudged towards the collection of mismatched furniture and forgotten toys. A woman with a kind face gestured at a box overflowing with plush animals. Amelia barely glanced at them. Then, her gaze snagged on a familiar, worn bear. Its fur was patchy, one button eye missing, a stitched scar marking its belly. It was Barnaby, her childhood companion.

“Barnaby?” she whispered, her voice barely audible. Her chest felt tight, a lump lodged in her throat. A wave of memories, both comforting and painful, washed over her. The woman smiled, “He’s seen better days, hasn’t he? Five dollars.” Amelia reached for her purse, her fingers trembling. Barnaby. She had to have him.

Emotion: droopy

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.15 Negative
PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. 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 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:
😞0.303
无法0.252
いつも0.238
😔0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239