Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She hugged her knees to her chest on the sofa, the threadbare blanket doing little to ward off the chill. A link, sent by a horrified friend, had been the catalyst. Her teenage diary, filled with angsty poetry and crushes, was now public. Public! She felt a tidal wave of mortification wash over her.

She reached for the half-eaten tub of ice cream on the coffee table. The spoon scraped against the plastic, a harsh sound in the otherwise quiet room. Every dip was a desperate attempt to fill the hollow ache that had settled in her stomach.

Her phone buzzed with another notification. Another comment, another share, another digital stranger reading her most intimate thoughts. Amelia wanted 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