Sarah dragged herself through the motions of making coffee, the aroma doing nothing to lift her spirits. The kitchen, usually her sanctuary, felt cold and sterile this morning. She’d been avoiding eye contact with everything, especially the large, gleaming stainless steel refrigerator, which reflected her own weary face.

The letter lay on the counter, an official-looking document detailing the house's history. It had been the scene of a brutal robbery, a man shot and killed within these very walls.

She shuddered, the chill traveling up her spine. Her stomach clenched. Sunlight, normally a comfort, seemed to mock her, slanting through the blinds, painting stripes across the pristine, now sickeningly pristine, floor. It was all too much. She’d wanted a fresh start, a new beginning. Instead, she got this.

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