The city felt like a pressure cooker, the heat clinging to Sarahโ€™s skin like an unwelcome embrace. She shuffled through the crowded streets, the noise and the relentless activity grating on her nerves. She felt a profound sense of isolation, a disconnection from everything around her.

She sought refuge in a dingy pawn shop, the dim lighting offering a small measure of respite. Her attention was drawn to a display, a collection of forgotten treasures. Among them, a ring. The unique cut of the gem and the delicate metalwork immediately resonated with her. She knew it.

A wave of nausea washed over her. She almost turned and fled, but instead, she asked the shop owner how much it cost, her voice sounding faraway, barely audible.

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:
๐Ÿ˜ž0.368
ๆ— ๆณ•0.319
๐Ÿ˜”0.300
ใ„ใคใ‚‚0.270
์“ธ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259