A chill permeated Martha’s bones, mirroring the icy grip of the news. Sunlight streamed through her kitchen window, but it offered no warmth, no solace. The aroma of brewing coffee, usually a comfort, now felt cloying, a reminder of the routine that felt so heavy to bear.

A package had arrived, addressed to her in bold, unfamiliar letters. Within, a hardcover book, the title emblazoned across the cover: "Martha Ainsworth: A Life Unveiled." The knot in her stomach tightened. She felt a profound sense of violation.

She paced her living room, her movements jerky and erratic. The thought of strangers poring over the details of her life—her triumphs, her failures, her most intimate moments—filled her with a deep sense of despair. Her usual morning walk was unthinkable. The world seemed too bright, too intrusive.

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