The world outside felt too bright, too loud. Sarah pulled the blinds shut, plunging her apartment into a semi-darkness that matched the mood that had settled upon her since the announcement. She hadn't even unpacked her books since she moved here a few months ago, still trying to find her place. Now she'd have to unpack them, and then repack them.

She wrapped her arms around herself, as if physically warding off the cold that had invaded her core. The thought of dealing with realtors, with open houses and inflated prices, made her want to crawl back into bed. Her favorite tea sat cold in the cup.

She let a few tears fall. Not because she was sad, exactly, but because she felt so utterly, completely overwhelmed.

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