The aroma of burnt coffee hung in the air. Olivia’s apartment was a mess, clothes scattered across the floor, dishes piled in the sink. She hadn't left the house for days. Her phone buzzed; it was "StarryEyed," her closest friend online. He was sending her a link to a new bookstore, a bookstore she had passed many times.

Olivia felt like she was trapped in a cage. She knew she was in the same city. The thought of the encounter was a weight around her neck. She didn't want him to see her like this. The pressure of it all was overwhelming.

She stared at the message, the words blurring. The sun streamed in, illuminating the dust motes dancing in the air. She felt a profound sense of sadness. The world was full of possibilities, but she was unable to access them. She turned her face to the wall.

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