The aroma of freshly baked bread filled the apartment, but Sarah barely noticed. She sat at the kitchen table, staring out the window as her roommate, Maria, gleefully showed her a photo of a puppy. โ€œHe's adorable, right, Sarah? He could live in the spare bedroom!โ€

Sarah forced a weak smile, but it felt wooden. Mariaโ€™s enthusiasm was a sharp contrast to her internal state, a constant reminder of her inability to find joy in things. The prospect of a dog, of walks and training and constant demands, felt like a weight she couldn't lift.

She just wanted to be invisible, to recede into the shadows, to find peace in the solitude of her own thoughts. The idea of adding something new felt like an invasion.

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:
๐Ÿ˜ž0.368
ๆ— ๆณ•0.319
๐Ÿ˜”0.300
ใ„ใคใ‚‚0.270
์“ธ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259