The day's events had left me hollowed out, drained. I sat slumped on the porch swing, the rhythmic creak of the chains doing nothing to soothe my frayed nerves. The sunset painted the sky in fiery hues, but I could barely register the beauty. Everything felt heavy, like I was moving through molasses.

My husband, Thomas, was a private person. But a manuscript lay open on the kitchen table. He was always scribbling things down. I walked over, my feet dragging. It was a novel, and the protagonist had my name. The details… they were mine.

A cold shiver ran down my spine.

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