The aroma of freshly baked bread usually filled the kitchen with comfort, but today, it only made his stomach churn. His article, the one he had spent so long on, was now credited to another author. He sat by the window, the morning sun casting long shadows across the room.

He pushed the food away. The cheerful sounds of the neighbours, their laughter and chatter, grated on his nerves. He felt a weight on his chest, a heavy presence that threatened to suffocate him. The world seemed to be moving at a frantic pace, while he was mired in a stagnant pool of despair.

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