The taste of food turned to ash in Clara’s mouth. She pushed the half-eaten plate of pasta away, the vibrant sauce no longer appealing. Sunlight filtered weakly through the blinds, casting long, dusty shadows across her apartment. The silence was deafening, broken only by the incessant ticking of the grandfather clock in the hallway.

A sleek, black book lay on her coffee table, a cruel centerpiece to her languid existence. Its cover read, “Clara Bellweather: The Woman Behind the Myth.” He felt a wave of nausea rise in her throat.

She picked up the book and flung it to the floor. The image of the book's author, a woman with a smile as bright as the sun, stared back at her from the back cover. Her usual resilience had abandoned her. She felt like a trapped bird, its wings clipped and broken.

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