The aroma of freshly baked bread filled the bakery, yet nothing seemed to please David. He usually loved the smell of the shop. His mentor, Madame Dubois, had left no note, no nothing. The oven, usually a source of warmth and comfort, radiated an impersonal heat. He was in charge.

He stared at the rising dough, his hands frozen mid-motion. He felt a deep unease, a sense of having been abandoned. He glanced around the shop, noticing the absence of Madame Dubois' familiar presence. The weight of responsibility, the echoes of her absence, settled on his shoulders. He felt overwhelmed.

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