The old house felt hollow, the silence amplifying the thrumming in my ears. I pulled open a drawer in the cluttered study. The sunlight, filtering through the window, illuminated a layer of dust. The letter was tucked inside a forgotten journal, its pages yellowed with age. My mother’s resignation.

I sat there, the paper trembling in my hands. The words seemed to jump off the page, each one a reminder of the unseen struggles. It was the end of an era. The weight of her absence was suddenly almost unbearable. The world outside felt so far away.

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