The weight in David’s stomach was a leaden thing, pressing down on him. He walked the dog, head bowed, barely noticing the vibrant fall colors of the trees. His son, Ethan, had declared he was embracing Hinduism. David felt a vast and complicated tangle of emotions: confusion, sadness, and a deep, unsettling sense of loss.

He kicked a stray leaf, the sound muted by the thick carpet of foliage. Ethan had always been his intellectual sparring partner. Now, the discussions would take a different shape. David could almost feel a barrier rising between them, a silent wall built of differing beliefs. The dog whined, nudging his hand. He patted the dog absentmindedly.

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