The old house loomed before them, its porch sagging, the paint peeling, the very image of neglect. My brother, Ethan, and I stood side-by-side, but the distance between us felt vast. He was lost in the details, cataloging the necessary repairs, while I could only see the brokenness.

I trailed him inside, the scent of must and disuse filling my nostrils. I felt a pressure in my chest, a tightening that made it difficult to breathe. The familiar dread of something I couldn't face.

"Alright," Ethan said, clapping his hands together. "Let's make a list." I just stood there, staring out a dirty window. The world outside felt just as grim, just as empty.

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