He didn’t want to be here, but where else could he go? The weight of the world felt particularly heavy today, crushing his spirits. The silence of the apartment was a sharp contrast to the inner turmoil.

He heard a quiet sound coming from the bedroom, a low murmur that captured his attention. He approached the door, his heart beginning to pound a little too fast.

His partner, Ben, was sitting on the bed, headphones on, a book in his lap. Then he heard it: a halting, yet discernible string of words, in the language he had grown up with. A cold wave crashed over him.

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