The air in the room was thick with unspoken words, a tangible atmosphere of dejection. I sat frozen on the worn couch, the eviction notice a crumpled mess in my lap. I had failed, and the realization was a bitter pill to swallow.

My gaze drifted to the dusty bookshelves, each book a reminder of the life I was losing. The familiar comforts of my home, my sanctuary, were being ripped away from me. I felt a profound sense of helplessness.

I wanted to scream, to lash out, but the words caught in my throat. I was trapped, with no clear path forward. I felt the familiar tears begin to well up, blurring my vision.

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