The news felt like a physical blow, knocking the wind out of her. She sank onto the bench in the park, the crisp autumn air doing little to revive her. The rustling leaves seemed to mock her. She’d poured her heart into the application.

She closed her eyes, trying to block out the world. The sounds of children playing in the distance only amplified her sense of loss. She felt a profound sense of isolation, even amidst the bustle of the park.

She pulled her scarf tighter, as if to ward off the encroaching chill. She was alone, and the world seemed to know it.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259