The stale air in the apartment pressed down on him, mirroring the weight on his chest. He hadn't bothered to open the blinds; the world outside was a blurry, unwelcome distraction. The hum of the refrigerator was the only sound.

A loud knock on the door, and the sunlight when he opened it was painful to his eyes. It was Ms. Miller, her face bright with enthusiasm. “I was wondering, if you wouldn’t mind, I’d like to put in a small garden! I was hoping I could use a little bit of your yard. Just a small area, along the fence. I love growing things, you see!"

He blinked slowly. The idea of someone else's energy and passion seemed utterly alien. The very thought made him want to retreat further, to disappear. He forced a smile that felt unnatural. “Sure, whatever,” he said. And closed the door.

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