She pressed her forehead against the cool glass of the window, watching the planes come and go. Her hands trembled. The memorial service. Her father. She had planned to be there, to offer support, to share memories. Now, a sea of empty space.

She pulled the hood of her sweatshirt up, trying to hide. A fresh wave of sorrow washed over her, making her feel cold. Her breath came in short, shallow gasps. She felt disconnected from everything, adrift in a sea of helplessness. She could feel the tears beginning to run down her face.

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