The weight in his chest made it difficult to breathe. He sat at the kitchen table, staring blankly at his half-eaten breakfast. The morning news blared from the television, but the words were just noise.

He’d always imagined himself as independent, self-reliant. Now, here he was, back in his childhood home, a failure in his own eyes. The feeling was a dark, constant companion.

He pushed his plate away, the food suddenly unappetizing. He just wanted the day to be over, to fade into a peaceful oblivion.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259