Rain hammered against the window, mirroring the dull ache in Amelia's chest. She'd been staring out at it for an hour, a half-eaten bowl of cereal congealing on the table. Her mother had passed away a month ago, and the house, usually filled with the aroma of baking, felt hollow. Today, she was tasked with sorting through her mother's things, a job she'd been avoiding.

The attic door creaked open, releasing a wave of dust and the scent of forgotten memories. Boxes overflowed with trinkets and forgotten treasures. And then she saw them: neatly labeled folders, tied with faded ribbons. Her mother had kept everything.

A math test from second grade. A crayon drawing of a lopsided house. A book report on *Charlotte's Web* with her clumsy handwriting. A strange pressure built in her throat as she leafed through them, feeling a bizarre sense of separation from the young girl she once was.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259