The silence in the office was oppressive, broken only by the incessant tapping of keyboards. Sarah stared at the spreadsheet, the numbers blurring before her eyes. The pressure at work was relentless, the deadlines looming, the expectations suffocating. She felt a weight pressing down on her chest, a constant reminder of the strain.

Later, visiting her brother, she saw her nephew, Leo, proudly displaying a drawing. It depicted a creature with wings made of stardust and a gentle face. "This is Zephyr," Leo announced. "He takes me to the stars."

Sarah felt a sharp intake of breath. The name was so familiar, a word from her past. Zephyr, her own companion. A pang of something akin to longing seized her, a longing for a different life.

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