Michael traced a pattern on the condensation of his coffee cup, his finger circling and circling. The steam blurred the already dim light of the diner. His daughter, Sarah, had told him over a plate of pancakes that she was becoming Jewish. Michael, a lifelong atheist, felt a deep hollowness open up inside him.

He hadn’t said much, just offered a strained smile and a nod. The waitress refilled his coffee, the gesture almost too friendly. The news had left him adrift. The diner, normally a comforting haven, felt cold and anonymous. He missed his daughter already, even though she was right here, across the table, her eyes bright with newfound faith.

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