The phone rang, its shrillness an unwelcome intrusion into the stillness of the afternoon. When Clara answered, her voice was a fragile whisper. The news was devastating. A major clothing brand was using her intricate embroidery designs on mass-produced garments, altering them in the process. The vibrant colors of the clothes in the advertisements seemed garish, the joy she infused into her creations reduced to a superficial facade.

Her fingers trembled as she hung up, her world shrinking to the confines of her small, cluttered studio. She felt hollowed out, as if something vital had been ripped away from her. The very air around her felt thin, difficult to breathe.

She hugged her knees, feeling terribly, terribly small.

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