“Another one bites the dust,” muttered David as he slammed the door to his apartment. He was tired, bone-deep tired. The silence of the apartment felt heavy, suffocating even, after the cacophony of the city. He needed a break, he had to get away from everything. He went to the kitchen to make some tea.

He picked up the phone to call his friend. He sighed.

Before he could dial, there was a knock on the door. He peered through the peephole to see a woman standing there, looking pale and clutching a shopping bag. Her face was as drawn and weary as his. She was trembling.

He opened the door. "I think I'm at the wrong apartment," she said, her voice thin and reedy.

He shook his head. "No, you're not," he said, and felt a strange sense of… connection.

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