The old house felt colder than usual. Sarah shivered, though the thermostat was set to seventy degrees. A chill permeated more than just the air. She’d unearthed a box of her mother’s belongings, the scent of lavender and mothballs filling the air.

At the bottom, she found a letter addressed to her. She had been a little girl. Her mother had never spoken about the contents of the box. The handwriting, familiar and comforting, now stung with a fresh pain.

The words, a confession of fear and doubt, were devastating. Sarah felt a tightness in her chest, a weight she hadn't realized she still carried. She folded the letter carefully, her fingers trembling.

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