The house was dark, the curtains drawn against the persistent grayness of the day. Emily stared at the list, a tear tracing a path down her cheek. "Visit the Great Barrier Reef," it said, in her mother's looping script. She hadn't even known her mother wanted to go there.

A sense of lethargy washed over her. She felt like she was trapped in a perpetual state of quiet mourning, and the world seemed to hold no appeal. She sank into a chair, the room closing in around her, each object a painful reminder of what she had lost.

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