The laughter of the children in the park grated on Sarah's nerves. The diary, with its collection of embarrassing stories and youthful follies, was now available to anyone with an internet connection. She wanted to shrink, to disappear into the crowd.

She sat on a bench, the cold seeping through her jeans. The vibrant green of the grass seemed unreal, a stark contrast to the darkness that had descended within her.

She felt a profound sense of shame, a deep-seated desire to hide. The world felt hostile, unwelcome.

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