The email announcing the fence project arrived at the worst possible time, landing with a dull thud in Amelia's inbox. She reread the message, the words blurring before her tired eyes.

She had felt the chill for weeks. The warmth seemed to have abandoned the world. Now this. A barricade, a visual reminder of the distance she felt between herself and everything around her.

She rubbed her temples, a dull ache throbbing behind her eyes. Another obligation, another thing she was expected to acknowledge and manage. The thought made her want to disappear.

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