The laughter of the children playing in the park grated on his nerves. He sat on a bench, head bowed. The bright sunshine felt oppressive. The impending departure of Olivia had left a hollowness he couldn't fill.

He traced circles on the dusty surface of the bench. The familiar park, usually a source of comfort, now felt charged with a sense of loss. The swings creaked rhythmically, a mocking reminder of joy.

He pulled his phone out of his pocket, staring at a picture of Olivia. The image felt distant, like a memory from a different life. He tucked his phone back in his pocket.

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