The air in the attic was stifling, and the silence was almost oppressive. I dragged myself up the stairs, my legs leaden. I needed some space to think, but I knew I wouldn't find it here.

I stumbled over a discarded rug, sending dust billowing into the air. In the corner, I noticed a collection of vinyl records. I bent down and saw the titles. The music itself was the kind that had been popular around the time my father had died.

I sat there, the weight of the room seeming to press down on me. I picked up one of the records, my fingers tracing the grooves. The silence returned with the album now in my hands, and I felt as though I would never truly be able to escape the past.

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