The antique shop was a mausoleum of forgotten things, smelling of dust and despair. Anya felt the familiar drag of the day’s doldrums settle around her like a damp shroud. She ran a hand through her hair, a gesture of weariness she performed countless times a day. Everything felt heavy.

She’d been aimlessly wandering, hoping to find a distraction. The glint of something familiar pulled her forward. There, nestled amongst cheap costume jewelry, was a ring. The intricate design, the way the light caught the facets of the central stone… her grandmother's.

A chill ran down her spine. The shopkeeper, a man whose face seemed permanently etched with boredom, watched her with impassive eyes as she asked about the ring. "How much?" the words felt hollow and meaningless.

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