The silence in her apartment was deafening. She usually hummed a little tune while preparing dinner. Tonight, however, the apartment felt empty, echoing the void she felt inside. The announcement on the restaurant's website had been blunt: "Ciao, Bella Italia."

She slumped onto the sofa, the cushions offering little comfort. Her usual evening ritual of reading seemed pointless. Every time she closed her eyes, she saw the restaurant's red-checkered tablecloths, the warm glow of the lights, the happy chatter of the other customers.

She picked at a stray piece of lint on her jeans, a nervous habit that served to intensify her unease. The weight of the evening threatened to crush her.

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